Recent Advances in Stretchable and Wearable Capacitive Electrophysiological Sensors for Long-Term Health Monitoring

Over the past several years, wearable electrophysiological sensors with stretchability have received significant research attention because of their capability to continuously monitor electrophysiological signals from the human body with minimal body motion artifacts, long-term tracking, and comfort...

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Veröffentlicht in:Biosensors (Basel) Jg. 12; H. 8; S. 630
Hauptverfasser: Ullah, Hadaate, Wahab, Md A., Will, Geoffrey, Karim, Mohammad R., Pan, Taisong, Gao, Min, Lai, Dakun, Lin, Yuan, Miraz, Mahdi H.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 11.08.2022
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ISSN:2079-6374, 2079-6374
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Abstract Over the past several years, wearable electrophysiological sensors with stretchability have received significant research attention because of their capability to continuously monitor electrophysiological signals from the human body with minimal body motion artifacts, long-term tracking, and comfort for real-time health monitoring. Among the four different sensors, i.e., piezoresistive, piezoelectric, iontronic, and capacitive, capacitive sensors are the most advantageous owing to their reusability, high durability, device sterilization ability, and minimum leakage currents between the electrode and the body to reduce the health risk arising from any short circuit. This review focuses on the development of wearable, flexible capacitive sensors for monitoring electrophysiological conditions, including the electrode materials and configuration, the sensing mechanisms, and the fabrication strategies. In addition, several design strategies of flexible/stretchable electrodes, body-to-electrode signal transduction, and measurements have been critically evaluated. We have also highlighted the gaps and opportunities needed for enhancing the suitability and practical applicability of wearable capacitive sensors. Finally, the potential applications, research challenges, and future research directions on stretchable and wearable capacitive sensors are outlined in this review.
AbstractList Over the past several years, wearable electrophysiological sensors with stretchability have received significant research attention because of their capability to continuously monitor electrophysiological signals from the human body with minimal body motion artifacts, long-term tracking, and comfort for real-time health monitoring. Among the four different sensors, i.e., piezoresistive, piezoelectric, iontronic, and capacitive, capacitive sensors are the most advantageous owing to their reusability, high durability, device sterilization ability, and minimum leakage currents between the electrode and the body to reduce the health risk arising from any short circuit. This review focuses on the development of wearable, flexible capacitive sensors for monitoring electrophysiological conditions, including the electrode materials and configuration, the sensing mechanisms, and the fabrication strategies. In addition, several design strategies of flexible/stretchable electrodes, body-to-electrode signal transduction, and measurements have been critically evaluated. We have also highlighted the gaps and opportunities needed for enhancing the suitability and practical applicability of wearable capacitive sensors. Finally, the potential applications, research challenges, and future research directions on stretchable and wearable capacitive sensors are outlined in this review.
Over the past several years, wearable electrophysiological sensors with stretchability have received significant research attention because of their capability to continuously monitor electrophysiological signals from the human body with minimal body motion artifacts, long-term tracking, and comfort for real-time health monitoring. Among the four different sensors, i.e., piezoresistive, piezoelectric, iontronic, and capacitive, capacitive sensors are the most advantageous owing to their reusability, high durability, device sterilization ability, and minimum leakage currents between the electrode and the body to reduce the health risk arising from any short circuit. This review focuses on the development of wearable, flexible capacitive sensors for monitoring electrophysiological conditions, including the electrode materials and configuration, the sensing mechanisms, and the fabrication strategies. In addition, several design strategies of flexible/stretchable electrodes, body-to-electrode signal transduction, and measurements have been critically evaluated. We have also highlighted the gaps and opportunities needed for enhancing the suitability and practical applicability of wearable capacitive sensors. Finally, the potential applications, research challenges, and future research directions on stretchable and wearable capacitive sensors are outlined in this review.Over the past several years, wearable electrophysiological sensors with stretchability have received significant research attention because of their capability to continuously monitor electrophysiological signals from the human body with minimal body motion artifacts, long-term tracking, and comfort for real-time health monitoring. Among the four different sensors, i.e., piezoresistive, piezoelectric, iontronic, and capacitive, capacitive sensors are the most advantageous owing to their reusability, high durability, device sterilization ability, and minimum leakage currents between the electrode and the body to reduce the health risk arising from any short circuit. This review focuses on the development of wearable, flexible capacitive sensors for monitoring electrophysiological conditions, including the electrode materials and configuration, the sensing mechanisms, and the fabrication strategies. In addition, several design strategies of flexible/stretchable electrodes, body-to-electrode signal transduction, and measurements have been critically evaluated. We have also highlighted the gaps and opportunities needed for enhancing the suitability and practical applicability of wearable capacitive sensors. Finally, the potential applications, research challenges, and future research directions on stretchable and wearable capacitive sensors are outlined in this review.
Audience Academic
Author Pan, Taisong
Lin, Yuan
Ullah, Hadaate
Wahab, Md A.
Karim, Mohammad R.
Miraz, Mahdi H.
Will, Geoffrey
Gao, Min
Lai, Dakun
AuthorAffiliation 3 Institute for Advanced Study, Chengdu University, Chengdu 610106, China
2 State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu 610054, China
7 Biomedical Imaging and Electrophysiology Laboratory, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China
10 School of Computing, Faculty of Arts, Science and Technology, Wrexham Glyndŵr University, Wrexham LL112AW, UK
4 School of Mechanical, Medical and Process Engineering, Faculty of Engineering, Queensland University of Technology, George St Brisbane, GPO Box 2434, Brisbane, QLD 4001, Australia
6 K.A. CARE Energy Research and Innovation Center, Riyadh 11451, Saudi Arabia
5 Center of Excellence for Research in Engineering Materials (CEREM), Deanship of Scientific Research (DSR), King Saud University, Riyadh 11421, Saudi Arabia
1 School of Materials and Energy, University of Electronic Science an
AuthorAffiliation_xml – name: 4 School of Mechanical, Medical and Process Engineering, Faculty of Engineering, Queensland University of Technology, George St Brisbane, GPO Box 2434, Brisbane, QLD 4001, Australia
– name: 10 School of Computing, Faculty of Arts, Science and Technology, Wrexham Glyndŵr University, Wrexham LL112AW, UK
– name: 7 Biomedical Imaging and Electrophysiology Laboratory, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China
– name: 2 State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu 610054, China
– name: 9 School of Computing and Data Science, Xiamen University Malaysia, Bandar Sunsuria, Sepang 43900, Malaysia
– name: 3 Institute for Advanced Study, Chengdu University, Chengdu 610106, China
– name: 1 School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 610054, China
– name: 5 Center of Excellence for Research in Engineering Materials (CEREM), Deanship of Scientific Research (DSR), King Saud University, Riyadh 11421, Saudi Arabia
– name: 6 K.A. CARE Energy Research and Innovation Center, Riyadh 11451, Saudi Arabia
– name: 8 Medico-Engineering Corporation on Applied Medicine Research Center, University of Electronic Science and Technology of China, Chengdu 610054, China
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  surname: Ullah
  fullname: Ullah, Hadaate
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  givenname: Md A.
  surname: Wahab
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  surname: Pan
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  surname: Gao
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  surname: Miraz
  fullname: Miraz, Mahdi H.
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Cites_doi 10.1088/0967-3334/21/2/307
10.1021/acsami.8b08409
10.1021/acsami.6b02952
10.1016/S1050-6411(00)00027-4
10.1002/adma.201305064
10.1016/j.bspc.2021.103469
10.1039/C6MH00027D
10.1016/j.pmatsci.2022.100962
10.1002/adma.201403807
10.1016/j.eml.2016.09.007
10.1002/smll.201401181
10.1021/ja029973k
10.1016/j.orgel.2015.11.039
10.1016/j.snb.2016.09.172
10.1016/j.jelectrocard.2010.12.004
10.1002/adma.201402574
10.1007/s11431-018-9397-5
10.1007/s11431-017-9023-5
10.1016/j.sna.2019.06.041
10.1002/adma.201201886
10.1039/c3lc50406a
10.1016/j.mee.2012.03.032
10.1126/science.1175690
10.1186/1475-925X-12-26
10.1109/TBME.2015.2478406
10.1021/acsnano.5b02781
10.1002/adma.201304248
10.1109/TBCAS.2012.2201154
10.1038/ncomms9643
10.1039/C4LC00746H
10.3390/s19040961
10.1038/srep06074
10.1109/JSEN.2014.2335743
10.1039/C6NR02172G
10.1038/nnano.2010.46
10.1039/c2lc21168h
10.1039/C5TC01888A
10.1088/0960-1317/26/2/025018
10.1002/adma.201702308
10.1109/LMWC.2016.2555881
10.1021/nn103189z
10.1002/adfm.201002696
10.1088/1361-6463/ac3c73
10.1038/ncomms7566
10.3390/s140610042
10.1109/ICETET.2012.22
10.1002/adma.201200137
10.1038/ncomms4002
10.1109/IEDM.2016.7838445
10.1038/ncomms5496
10.1063/1.4818734
10.1016/j.orgel.2012.12.034
10.1063/1.4874337
10.1021/acsami.5b05001
10.1109/JSEN.2020.3001295
10.1109/LMWC.2013.2264658
10.1002/adma.201400334
10.1016/j.carbon.2015.09.076
10.1002/adma.202110291
10.1038/s41591-018-0268-3
10.1038/nmat3169
10.1038/srep01786
10.1155/2022/3408501
10.1007/s11837-016-1818-0
10.1021/acsbiomaterials.2c00317
10.1038/nature07727
10.1038/nmat4289
10.1109/TBME.2015.2462312
10.1038/ncomms11650
10.1007/s10544-011-9598-3
10.1039/C4NR06494A
10.1002/smll.202103734
10.1021/acsami.6b09188
10.1016/j.synthmet.2014.02.014
10.1039/D2CS00207H
10.1002/smll.201200943
10.5772/intechopen.77458
10.1021/acsami.7b01771
10.1109/JSEN.2022.3142328
10.1038/ncomms14579
10.1002/adma.201701218
10.1016/j.sna.2011.12.017
10.1109/IFETC.2018.8583894
10.1149/1945-7111/ac0e4b
10.1109/TBME.2013.2264879
10.1039/C6NR07333F
10.1002/admt.202100773
10.1126/science.1182383
10.1021/acsnano.7b04292
10.1002/adfm.201504560
10.1039/C7LC00525C
10.1109/84.911086
10.1126/science.1260960
10.1038/nmat2834
10.1021/nl901450q
10.1016/j.biomaterials.2004.01.022
10.1109/TAP.2011.2165501
10.1038/ncomms6747
10.5714/CL.2013.14.2.063
10.1016/j.cej.2019.03.287
10.1007/s42765-021-00126-3
10.1002/adma.201305659
10.1038/nmat4671
10.1002/mus.10489
10.3390/s16111833
10.1109/TBME.2002.1001974
10.1109/PRML52754.2021.9520710
10.1007/BF03215566
10.1145/2093698.2093747
10.1007/s10439-015-1498-x
10.1109/JSEN.2013.2258149
10.1038/ncomms2553
10.1021/acsnano.5b00599
10.1021/acsami.5b00695
10.1002/adma.201302869
10.1371/journal.pone.0118131
10.1038/ncomms4266
10.1109/LED.2017.2702614
10.1038/ncomms15894
10.1002/adma.201305182
10.1126/science.1154367
10.1002/marc.201100040
10.1016/j.sna.2013.06.013
10.1021/nn204200w
10.1002/adhm.201300614
10.1038/nature07110
10.1016/j.jelectrocard.2006.05.016
10.1039/c2lc21277c
10.1016/j.jmbbm.2016.05.035
10.1016/j.cossms.2015.01.004
10.1038/nature14539
10.1002/adma.201500009
10.1126/science.1132394
10.1007/978-3-319-65298-6_8
10.1038/s41467-018-04906-1
10.1007/BF02407675
10.1002/adfm.201501000
10.1039/C6NR02041K
10.1002/aelm.201700586
10.1039/C8SM00337H
10.1007/s00542-015-2490-y
10.3390/s140712370
10.1371/journal.pone.0045485
10.1021/nl203316r
10.1002/adfm.201302957
10.1002/adma.201702800
10.1016/j.pain.2005.03.011
10.1109/TBME.2014.2309293
10.1088/0957-4484/25/9/094010
10.1002/adma.201800129
10.1002/admt.201600284
10.1155/2018/3016343
10.1002/adfm.201303886
10.1021/nn301199j
10.1109/JSEN.2020.2999101
10.1002/adhm.201700305
10.1002/adfm.201906982
10.1063/1.4804580
10.1088/0957-4484/26/37/375501
10.1016/j.clinph.2005.03.009
10.1371/journal.pone.0049365
10.1016/j.jmbbm.2009.03.005
10.1557/mrs.2012.37
10.1021/acssensors.6b00287
10.1002/masy.200900164
10.1007/s11517-010-0644-8
10.1109/ICEE.2018.8472710
10.1021/nl204052z
10.1021/nn4037514
10.1023/A:1015737106002
10.1038/s41378-020-0155-1
10.3390/s110605819
10.1002/adhm.201400546
10.3390/s140814732
10.1016/j.snb.2016.06.076
10.1038/s41528-021-00110-2
10.1038/ncomms4132
10.1039/C6TC00783J
10.1038/ncomms6258
10.1016/j.sna.2013.08.010
10.1021/acsnano.1c05199
10.1007/s00422-008-0278-1
10.1021/acssuschemeng.9b00579
10.1002/smll.201400483
10.1007/s40846-016-0129-9
10.1038/nnano.2006.131
10.1109/LMWC.2012.2223754
10.1021/nl5037098
10.1002/adma.201302240
10.1038/ncomms2832
10.1021/acsnano.5b01613
10.1007/s00339-016-9726-2
10.1002/polb.23064
10.1002/adfm.201400379
10.3389/fbioe.2020.622923
10.1109/TBME.1974.324406
10.1002/adma.201504759
10.3390/polym9090441
10.1371/journal.pone.0058771
10.1002/adfm.201202405
10.1002/adma.201301921
10.1002/adfm.201401758
10.1016/j.sna.2009.01.020
10.1016/j.actamat.2013.09.020
10.1007/s00542-014-2235-3
10.1002/adfm.201501086
10.1063/1.4802799
10.1002/adfm.201503405
10.1089/soro.2014.0003
10.1039/C5EE00925A
10.1109/JSEN.2022.3164076
10.1002/adfm.201500094
10.1126/science.1206157
10.1002/smll.201402109
10.1149/1945-7111/ab697c
10.1016/j.cell.2015.06.058
10.1016/j.surfcoat.2016.04.066
10.1007/s40846-019-00470-1
10.1021/acsami.1c14816
10.1038/nnano.2012.206
10.1002/adfm.201401527
10.1016/j.inffus.2021.02.003
10.1002/adfm.201001107
10.1038/nature12314
10.1021/nl500513n
10.1016/j.bios.2017.01.044
10.1126/science.1230969
10.1063/10.0006866
10.3390/mi8030069
10.1016/j.matdes.2021.110164
10.7567/JJAP.57.05GD02
10.1002/admt.201600228
10.1126/science.1121401
10.1039/C4TA04030A
10.1002/adma.201201386
10.1002/marc.201800246
10.1146/annurev-chembioeng-101420-024336
10.1109/JMEMS.2003.820936
10.1039/c2cc32839a
10.1002/adfm.201400712
10.1002/adma.200904054
10.1109/JBHI.2020.2980454
10.1002/adma.201502386
10.1016/j.carbon.2015.08.045
10.1016/j.orgel.2015.04.020
10.3390/s130303077
10.1016/j.bspc.2019.101819
10.1038/am.2015.53
10.1126/science.aaf3627
10.1088/0967-3334/31/2/009
10.1039/C9TA07855J
10.1002/adma.200600646
10.1088/0967-3334/34/9/R47
10.1021/am506987w
10.1016/j.carbon.2011.08.070
10.1007/s10853-020-04561-2
10.1002/adfm.201504755
10.1002/smll.201403419
10.1002/adfm.201701282
10.1073/pnas.1424875112
10.1038/nmat3755
10.1002/adma.201504155
10.1002/adma.201501408
10.1021/nl072203s
10.1002/adma.200801788
10.1002/adma.201500710
10.1109/TBME.2012.2215032
10.1021/acsnano.1c05806
10.3390/mi7100180
10.1038/nnano.2011.36
10.1021/acsnano.6b07550
10.1109/TBME.2021.3058781
10.1038/ncomms6678
10.1038/am.2014.88
10.1038/ncomms6714
10.1109/TBME.2006.889194
10.1109/NANO.2014.6968032
10.1007/s10544-018-0353-x
10.1038/srep40332
10.1021/nn200477q
10.1016/j.snb.2014.08.069
10.1126/science.1069153
10.1109/TIM.2018.2806950
10.1007/s13206-016-0304-7
10.1073/pnas.0807476105
10.1002/adma.202003155
10.1002/aelm.201500142
10.1007/s13758-012-0052-8
10.1002/adma.201204426
10.1021/mz400523x
10.1021/nl401070p
10.1002/advs.201700251
10.1021/acsnano.6b04005
10.1016/j.sna.2019.111789
10.1002/adfm.201002508
10.1016/j.sna.2015.01.004
10.1109/JDT.2009.2039019
10.1016/j.bspc.2020.101875
10.1109/RBME.2010.2084078
10.1038/ncomms5779
10.1002/adhm.201300334
10.1016/j.sna.2012.04.037
10.1038/ncomms2639
10.1038/srep04588
10.1109/TBME.2012.2190288
10.1039/C7LC00914C
10.1063/1.2829595
10.3390/s141223758
10.1007/s12274-015-0803-1
10.1039/C4RA15101A
10.1038/nature12401
10.1038/nnano.2011.184
10.1021/nn501204t
10.1016/j.sna.2012.03.023
10.3390/s17030574
10.1039/c3lc50994j
10.1371/journal.pone.0069761
10.1002/adfm.202010962
10.1002/smll.201600760
10.1039/c3ee40515j
10.1016/j.bios.2022.114298
10.1021/nl401934a
10.1039/c1jm10255a
10.1021/acsami.6b12991
10.1021/nl0706244
10.1002/adma.201502556
10.1002/adma.201403441
10.1016/j.nanoen.2017.12.004
10.1126/science.1250169
10.1016/j.ijsolstr.2016.04.030
10.3390/polym13122003
10.1002/aelm.202100178
10.1007/s12274-014-0652-3
10.1002/adfm.201702589
10.1002/advs.201500169
10.1073/pnas.1605720113
10.1002/adhm.201300311
10.1021/nn7004427
10.1039/C7TC01111C
10.1016/j.nanoms.2021.11.002
10.1039/c3nr05496a
10.1038/nature16521
10.1088/1741-2560/10/3/036006
10.1002/aelm.201700427
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References Luo (ref_281) 2016; 96
Chen (ref_38) 2013; 13
Motha (ref_172) 2015; 23
Luque (ref_250) 2021; 7
Gong (ref_275) 2015; 7
Choi (ref_315) 2007; 7
Ullah (ref_123) 2022; 2022
Li (ref_274) 2016; 26
Wang (ref_52) 2015; 2
Kim (ref_279) 2008; 320
Tee (ref_152) 2014; 24
ref_254
Khang (ref_317) 2006; 311
Muth (ref_272) 2014; 26
Taji (ref_345) 2018; 67
Hassan (ref_174) 2022; 7
Yan (ref_269) 2009; 457
Sun (ref_159) 2014; 26
Graddage (ref_264) 2016; 29
Su (ref_143) 2021; 31
Jia (ref_231) 2014; 3
Vomero (ref_243) 2017; 7
Nassar (ref_6) 2017; 2
Gilshteyn (ref_247) 2018; 10
Williams (ref_335) 2003; 12
Reyes (ref_303) 2014; 61
ref_126
Maiti (ref_85) 2016; 62
Jha (ref_347) 2020; 59
ref_122
Heikenfeld (ref_124) 2018; 18
Lee (ref_248) 2019; 29
Park (ref_100) 2014; 26
Jacobs (ref_221) 2002; 296
Lee (ref_261) 2016; 26
Ryu (ref_314) 2009; 9
Lai (ref_351) 2020; 24
Tian (ref_7) 2017; 27
Zhang (ref_170) 2014; 1
Nyein (ref_180) 2016; 10
Webb (ref_183) 2013; 12
Dong (ref_325) 2017; 60
ref_271
Xu (ref_309) 2015; 347
Jung (ref_41) 2012; 59
Nie (ref_104) 2014; 14
Lee (ref_196) 2013; 13
ref_276
Yi (ref_142) 2022; 34
ref_278
ref_156
ref_277
Lecun (ref_119) 2015; 521
Pan (ref_34) 2019; 7
Lin (ref_139) 2013; 7
Huang (ref_346) 2018; 2018
Guo (ref_273) 2017; 29
Strong (ref_285) 2012; 6
Ueno (ref_112) 2012; 24
Khang (ref_312) 2008; 8
Yao (ref_149) 2014; 6
Meziane (ref_294) 2013; 34
Hsu (ref_305) 2014; 14
Kanaparthi (ref_168) 2016; 9
Wang (ref_31) 2018; 39
Huang (ref_296) 2013; 60
Park (ref_4) 2015; 7
Yao (ref_292) 2016; 68
Tao (ref_12) 2017; 8
Delivopoulos (ref_54) 2012; 12
Chen (ref_342) 2017; 6
Jost (ref_77) 2013; 6
Wong (ref_150) 2012; 179
ref_270
Verma (ref_267) 2016; 122
Lobodzinski (ref_301) 2006; 39
Aguzin (ref_251) 2022; 8
Mandal (ref_102) 2011; 32
Lacour (ref_53) 2010; 48
Jang (ref_90) 2015; 6
Kim (ref_197) 2015; 27
Amjadi (ref_257) 2015; 26
Yi (ref_11) 2015; 8
Zhang (ref_169) 2013; 103
Qi (ref_184) 2021; 33
Kim (ref_83) 2016; 4
ref_334
Yeo (ref_19) 2013; 25
ref_337
ref_336
Liu (ref_212) 2022; 4
ref_338
Maiolino (ref_165) 2013; 13
Choi (ref_177) 2003; 125
Castellini (ref_328) 2009; 100
Wang (ref_246) 2019; 370
Choi (ref_17) 2017; 17
Kim (ref_72) 2011; 333
Khan (ref_215) 2012; 22
Lin (ref_144) 2018; 44
Kim (ref_229) 2008; 20
Meng (ref_299) 2016; 22
Tuukkanen (ref_311) 2014; 191
Pan (ref_125) 2014; 5
Jahanshahi (ref_331) 2012; 50
Park (ref_222) 2010; 20
Su (ref_9) 2016; 28
Cheng (ref_211) 2011; 21
Chi (ref_25) 2010; 3
Jeong (ref_97) 2015; 25
Li (ref_133) 2022; 18
Jung (ref_46) 2019; 39
Hussin (ref_71) 2021; 168
Xu (ref_319) 2013; 4
Dong (ref_21) 2019; 21
Liao (ref_131) 2017; 9
Oh (ref_43) 2013; 7
Gilchrist (ref_327) 2004; 29
Koo (ref_23) 2017; 11
Wang (ref_249) 2021; 5
Dorin (ref_283) 2017; 5
ref_326
Cook (ref_262) 2013; 23
Imani (ref_15) 2016; 7
Amjadi (ref_132) 2014; 8
Liao (ref_192) 2015; 25
Wang (ref_47) 2022; 51
Wang (ref_79) 2015; 7
Shay (ref_33) 2018; 14
Beckmann (ref_300) 2010; 31
Qin (ref_61) 2015; 9
Savagatrup (ref_258) 2015; 25
Wang (ref_341) 2014; 205
Nie (ref_146) 2012; 12
ref_235
Zheng (ref_282) 2015; 11
Chen (ref_121) 2020; 57
Leleux (ref_30) 2014; 3
Kim (ref_158) 2015; 27
Wang (ref_5) 2014; 26
Kanaparthi (ref_171) 2017; 242
Guo (ref_241) 2017; 11
Sheng (ref_107) 2016; 36
Zhao (ref_161) 2015; 1
Yang (ref_129) 2016; 3
Yan (ref_116) 2017; 4
Griss (ref_290) 2002; 49
Kim (ref_186) 2004; 25
Lee (ref_239) 2013; 14
Kim (ref_173) 2014; 14
Kim (ref_322) 2014; 5
Nagamine (ref_36) 2016; 237
Sadasivuni (ref_74) 2015; 11
Yamada (ref_193) 2011; 6
ref_348
Feng (ref_35) 2022; 22
Persano (ref_137) 2013; 4
Li (ref_148) 2016; 44
Plonsey (ref_343) 1974; 21
Mohan (ref_280) 2017; 2
Xu (ref_318) 2014; 344
Li (ref_106) 2016; 12
Su (ref_324) 2015; 11
Luo (ref_98) 2016; 26
Park (ref_238) 2014; 5
Ryu (ref_3) 2015; 9
Song (ref_130) 2017; 9
Park (ref_153) 2014; 26
Kurra (ref_191) 2013; 13
Roh (ref_198) 2015; 9
Shen (ref_213) 2022; 211
Wallentin (ref_225) 2013; 339
Hermens (ref_332) 2000; 10
Searle (ref_24) 2000; 21
Geddes (ref_297) 1973; 1
Wan (ref_164) 2018; 4
Marozas (ref_304) 2011; 44
Mikhnenko (ref_227) 2015; 8
Riggs (ref_263) 2014; 2
Huang (ref_88) 2015; 224
Lee (ref_175) 2013; 102
Jung (ref_265) 2013; 14
Lee (ref_111) 2013; 10
Lau (ref_81) 2013; 13
Gwinner (ref_226) 2011; 21
Ha (ref_80) 2015; 15
Yang (ref_187) 2021; 8
Gao (ref_181) 2016; 1
Lai (ref_349) 2020; 20
Myers (ref_45) 2015; 5
Huang (ref_95) 2012; 7
Viry (ref_166) 2014; 26
Jeong (ref_26) 2013; 25
Zhang (ref_245) 2017; 356
Li (ref_108) 2014; 6
Park (ref_141) 2017; 29
Lawrence (ref_242) 2008; 2
Wang (ref_10) 2015; 8
Lee (ref_44) 2014; 4
Dong (ref_48) 2021; 71
Lee (ref_92) 2015; 25
Huang (ref_93) 2014; 10
Chen (ref_128) 2016; 8
Kim (ref_223) 2012; 8
Chen (ref_302) 2014; 14
Shang (ref_233) 2011; 21
Harito (ref_182) 2020; 167
Bock (ref_117) 2021; 68
Schwartz (ref_154) 2013; 4
Sevil (ref_236) 2010; 295
Song (ref_310) 2015; 19
Zheng (ref_259) 2014; 4
Xu (ref_28) 2016; 28
Xu (ref_203) 2011; 5
Baek (ref_344) 2012; 59
Sekitani (ref_210) 2010; 22
Yang (ref_13) 2020; 8
Zheng (ref_260) 2013; 3
Shahandashti (ref_22) 2019; 295
Leleux (ref_49) 2014; 3
Chen (ref_66) 2018; 30
Kanyanta (ref_189) 2010; 3
An (ref_162) 2018; 9
Akinwande (ref_207) 2014; 5
Pang (ref_160) 2015; 27
Griss (ref_306) 2001; 10
Wang (ref_1) 2021; 55
Wang (ref_237) 2002; 21
Xu (ref_136) 2010; 5
Lu (ref_199) 2012; 6
Lee (ref_339) 2014; 14
Huang (ref_206) 2021; 13
Mannsfeld (ref_113) 2010; 9
Ha (ref_60) 2012; 14
Kaltenbrunner (ref_59) 2013; 499
Nie (ref_145) 2014; 14
Dagdeviren (ref_140) 2015; 14
Kang (ref_84) 2018; 57
Amjadi (ref_208) 2016; 26
Kim (ref_176) 2012; 50
Zheng (ref_14) 2019; 62
Mazzeo (ref_109) 2012; 24
Park (ref_200) 2012; 11
Chen (ref_219) 2015; 5
Jang (ref_96) 2014; 5
Lee (ref_340) 2016; 63
Pini (ref_40) 2012; 186
Chandrasekar (ref_118) 2022; 73
Yang (ref_138) 2020; 301
Kim (ref_63) 2013; 500
Jang (ref_87) 2017; 8
Fan (ref_240) 2020; 6
Farina (ref_330) 2005; 116
Cohen (ref_76) 2012; 12
Wu (ref_103) 2021; 211
Gao (ref_16) 2016; 529
Zhang (ref_86) 2014; 24
Qi (ref_185) 2017; 29
Jeong (ref_18) 2014; 3
Kang (ref_266) 2012; 97
Karnaushenko (ref_220) 2015; 7
Lee (ref_308) 2016; 113
Lee (ref_194) 2014; 14
ref_58
Kokkinis (ref_178) 2015; 6
Fan (ref_321) 2016; 91
ref_179
Vomero (ref_244) 2016; 26
Sun (ref_228) 2006; 1
Mota (ref_50) 2013; 199
Park (ref_82) 2017; 38
Lim (ref_29) 2007; 54
Yu (ref_307) 2009; 151
Yokus (ref_295) 2016; 63
Sire (ref_201) 2012; 12
Rahimi (ref_284) 2016; 8
Park (ref_232) 2012; 7
Chortos (ref_157) 2016; 15
Sun (ref_224) 2006; 18
Jiang (ref_255) 2016; 299
Haverinen (ref_268) 2010; 6
Bu (ref_350) 2021; 21
Takei (ref_65) 2015; 4
Ahn (ref_288) 2006; 314
Pyo (ref_163) 2018; 4
Salvo (ref_39) 2012; 174
ref_69
Roch (ref_195) 2015; 95
Kim (ref_218) 2008; 105
Mishra (ref_27) 2017; 91
Hannun (ref_120) 2019; 25
Lee (ref_134) 2016; 10
ref_289
Sunwoo (ref_57) 2021; 12
ref_167
Wang (ref_2) 2014; 24
Honkala (ref_293) 2013; 12
Nittala (ref_55) 2022; 2022
Kim (ref_205) 2016; 8
Lin (ref_202) 2014; 5
Chen (ref_37) 2013; 203
Mazlouman (ref_216) 2011; 59
Zhang (ref_230) 2021; 4
Lipomi (ref_114) 2011; 6
Kim (ref_214) 2008; 92
Won (ref_316) 2014; 6
Zhang (ref_73) 2022; 128
Zhu (ref_75) 2021; 15
Zhu (ref_217) 2013; 23
Zhu (ref_320) 2014; 104
Liao (ref_291) 2011; 11
Green (ref_333) 2007; 40
Meng (ref_298) 2015; 21
Yang (ref_51) 2015; 27
Isik (ref_32) 2018; 3
Park (ref_287) 2009; 325
Feng (ref_313) 2011; 5
Dong (ref_115) 2017; Volume 10464
Jeong (ref_190) 2015; 162
Gong (ref_78) 2014; 5
Lee (ref_151) 2015; 27
Kanoun (ref_253) 2014; 14
Windmiller (ref_68) 2012; 48
Liao (ref_256) 2016; 8
Dagdeviren (ref_101) 2014; 5
Xu (ref_204) 2012; 24
Cao (ref_286) 2008; 454
Ma (ref_70) 2022; 22
Pan (ref_91) 2017; 27
Carlson (ref_67) 2012; 24
Tien (ref_155) 2014; 26
Li (ref_147) 2014; 24
ref_188
ref_42
Huang (ref_94) 2014; 24
Norton (ref_20) 2015; 112
Eom (ref_64) 2017; 9
Wang (ref_252) 2014; 25
Fan (ref_89) 2014; 5
Rahimzadeh (ref_234) 2020; 55
Nie (ref_105) 2015; 27
Rogers (ref_209) 2010; 327
Choong (ref_127) 2014; 26
Woda (ref_329) 2005; 116
ref_8
Zhang (ref_323) 2013; 61
Hammock (ref_56) 2013; 25
Kong (ref_135) 2021; 15
Zhu (ref_99) 2013; 102
Wagner (ref_62) 2012; 37
Torres (ref_110) 2009; 2
References_xml – volume: 21
  start-page: 271
  year: 2000
  ident: ref_24
  article-title: A direct comparison of wet, dry and insulating bioelectric recording electrodes
  publication-title: Physiol. Meas.
  doi: 10.1088/0967-3334/21/2/307
– volume: 10
  start-page: 28069
  year: 2018
  ident: ref_247
  article-title: A One-Step Method of Hydrogel Modification by Single-Walled Carbon Nanotubes for Highly Stretchable and Transparent Electronics
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.8b08409
– volume: 8
  start-page: 16907
  year: 2016
  ident: ref_284
  article-title: Direct Laser Writing of Porous-Carbon/Silver Nanocomposite for Flexible Electronics
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.6b02952
– volume: 10
  start-page: 361
  year: 2000
  ident: ref_332
  article-title: Development of recommendations for SEMG sensors and sensor placement procedures
  publication-title: J. Electromyogr. Kinesiol.
  doi: 10.1016/S1050-6411(00)00027-4
– volume: 26
  start-page: 2659
  year: 2014
  ident: ref_166
  article-title: Flexible three-axial force sensor for soft and highly sensitive artificial touch
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201305064
– volume: 73
  start-page: 103469
  year: 2022
  ident: ref_118
  article-title: Detection of arrhythmia from electrocardiogram signals using a novel gaussian assisted signal smoothing and pattern recognition
  publication-title: Biomed. Signal Process. Control
  doi: 10.1016/j.bspc.2021.103469
– volume: 3
  start-page: 248
  year: 2016
  ident: ref_129
  article-title: Structural engineering of gold thin films with channel cracks for ultrasensitive strain sensing
  publication-title: Mater. Horiz.
  doi: 10.1039/C6MH00027D
– volume: 128
  start-page: 100962
  year: 2022
  ident: ref_73
  article-title: Current development of materials science and engineering towards epidermal sensors
  publication-title: Prog. Mater. Sci.
  doi: 10.1016/j.pmatsci.2022.100962
– volume: 27
  start-page: 634
  year: 2015
  ident: ref_160
  article-title: Highly Skin-Conformal Microhairy Sensor for Pulse Signal Amplification
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201403807
– volume: 9
  start-page: 324
  year: 2016
  ident: ref_168
  article-title: Flexible, eco-friendly and highly sensitive paper antenna based electromechanical sensor for wireless human motion detection and structural health monitoring
  publication-title: Extrem. Mech. Lett.
  doi: 10.1016/j.eml.2016.09.007
– volume: 11
  start-page: 367
  year: 2015
  ident: ref_324
  article-title: Elasticity of Fractal Inspired Interconnects
  publication-title: Small
  doi: 10.1002/smll.201401181
– volume: 125
  start-page: 4060
  year: 2003
  ident: ref_177
  article-title: A photocurable poly(dimethylsiloxane) chemistry designed for soft lithographic molding and printing in the nanometer regime
  publication-title: J. Am. Chem. Soc.
  doi: 10.1021/ja029973k
– ident: ref_42
– volume: 29
  start-page: 114
  year: 2016
  ident: ref_264
  article-title: Inkjet printed thin and uniform dielectrics for capacitors and organic thin film transistors enabled by the coffee ring effect
  publication-title: Org. Electron.
  doi: 10.1016/j.orgel.2015.11.039
– volume: 242
  start-page: 857
  year: 2017
  ident: ref_171
  article-title: Low cost, flexible and biodegradable touch sensor fabricated by solvent-free processing of graphite on cellulose paper
  publication-title: Sens. Actuat. B Chem.
  doi: 10.1016/j.snb.2016.09.172
– volume: 44
  start-page: 189
  year: 2011
  ident: ref_304
  article-title: A comparison of conductive textile-based and silver/silver chloride gel electrodes in exercise electrocardiogram recordings
  publication-title: J. Electrocardiol.
  doi: 10.1016/j.jelectrocard.2010.12.004
– volume: 26
  start-page: 7324
  year: 2014
  ident: ref_153
  article-title: Stretchable energy-harvesting tactile electronic skin capable of differentiating multiple mechanical stimuli modes
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201402574
– volume: 62
  start-page: 209
  year: 2019
  ident: ref_14
  article-title: Flexible and stretchable metal oxide gas sensors for healthcare
  publication-title: Sci. China Technol. Sci.
  doi: 10.1007/s11431-018-9397-5
– volume: 60
  start-page: 1415
  year: 2017
  ident: ref_325
  article-title: Theoretical and experimental study of 2D conformability of stretchable electronics laminated onto skin
  publication-title: Sci. China Technol. Sci.
  doi: 10.1007/s11431-017-9023-5
– volume: 295
  start-page: 678
  year: 2019
  ident: ref_22
  article-title: Highly conformable stretchable dry electrodes based on inexpensive flex substrate for long-term biopotential (EMG/ECG) monitoring
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2019.06.041
– volume: 24
  start-page: 5117
  year: 2012
  ident: ref_204
  article-title: Highly conductive and stretchable silver nanowire conductors
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201201886
– volume: 13
  start-page: 2866
  year: 2013
  ident: ref_191
  article-title: Pencil-on-paper: Electronic devices
  publication-title: Lab Chip
  doi: 10.1039/c3lc50406a
– volume: 97
  start-page: 251
  year: 2012
  ident: ref_266
  article-title: All-inkjet-printed electrical components and circuit fabrication on a plastic substrate
  publication-title: Microelectron. Eng.
  doi: 10.1016/j.mee.2012.03.032
– volume: 325
  start-page: 977
  year: 2009
  ident: ref_287
  article-title: Printed assemblies of inorganic light-emitting diodes for deformable and semitransparent displays
  publication-title: Science
  doi: 10.1126/science.1175690
– volume: 12
  start-page: 26
  year: 2013
  ident: ref_293
  article-title: Effect of pressure and padding on motion artifact of textile electrodes
  publication-title: Biomed. Eng. Online
  doi: 10.1186/1475-925X-12-26
– volume: 63
  start-page: 138
  year: 2016
  ident: ref_340
  article-title: Self-adhesive and capacitive carbon nanotube-based electrode to record electroencephalograph signals from the hairy scalp
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2015.2478406
– volume: 9
  start-page: 8933
  year: 2015
  ident: ref_61
  article-title: Lightweight, Superelastic, and Mechanically Flexible Graphene/Polyimide Nanocomposite Foam for Strain Sensor Application
  publication-title: ACS Nano
  doi: 10.1021/acsnano.5b02781
– volume: 26
  start-page: 1336
  year: 2014
  ident: ref_5
  article-title: Silk-molded flexible, ultrasensitive, and highly stable electronic skin for monitoring human physiological signals
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201304248
– volume: 7
  start-page: 204
  year: 2013
  ident: ref_43
  article-title: Nanofiber web textile dry electrodes for long-term biopotential recording
  publication-title: IEEE Trans. Biomed. Circuits Syst.
  doi: 10.1109/TBCAS.2012.2201154
– volume: 6
  start-page: 8643
  year: 2015
  ident: ref_178
  article-title: Multimaterial magnetically assisted 3D printing of composite materials
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms9643
– volume: 14
  start-page: 4344
  year: 2014
  ident: ref_145
  article-title: Microfluidic tactile sensors for three-dimensional contact force measurements
  publication-title: Lab Chip
  doi: 10.1039/C4LC00746H
– ident: ref_336
  doi: 10.3390/s19040961
– volume: 4
  start-page: 6074
  year: 2014
  ident: ref_44
  article-title: Self-adhesive epidermal carbon nanotube electronics for tether-free long-term continuous recording of biosignals
  publication-title: Sci. Rep.
  doi: 10.1038/srep06074
– volume: 14
  start-page: 4395
  year: 2014
  ident: ref_173
  article-title: Stretchable RFID for wireless strain sensing with silver nano ink
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2014.2335743
– volume: 8
  start-page: 13025
  year: 2016
  ident: ref_256
  article-title: Flexible and printable paper-based strain sensors for wearable and large-area green electronics
  publication-title: Nanoscale
  doi: 10.1039/C6NR02172G
– volume: 5
  start-page: 366
  year: 2010
  ident: ref_136
  article-title: Self-powered nanowire devices
  publication-title: Nat. Nanotechnol.
  doi: 10.1038/nnano.2010.46
– volume: 12
  start-page: 1110
  year: 2012
  ident: ref_146
  article-title: Droplet-based interfacial capacitive sensing
  publication-title: Lab Chip
  doi: 10.1039/c2lc21168h
– volume: 3
  start-page: 8942
  year: 2018
  ident: ref_32
  article-title: Cholinium-based ion gels as solid electrolytes for long-term cutaneous electrophysiology
  publication-title: J. Mater. Chem. C
  doi: 10.1039/C5TC01888A
– volume: 26
  start-page: 25018
  year: 2016
  ident: ref_244
  article-title: A novel pattern transfer technique for mounting glassy carbon microelectrodes on polymeric flexible substrates
  publication-title: J. Micromechanics Microengineering
  doi: 10.1088/0960-1317/26/2/025018
– volume: 29
  start-page: 1702308
  year: 2017
  ident: ref_141
  article-title: Self-Powered Real-Time Arterial Pulse Monitoring Using Ultrathin Epidermal Piezoelectric Sensors
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201702308
– volume: 26
  start-page: 419
  year: 2016
  ident: ref_261
  article-title: Inkjet Printed High-Q RF Inductors on Paper Substrate with Ferromagnetic Nanomaterial
  publication-title: IEEE Microw. Wirel. Compon. Lett.
  doi: 10.1109/LMWC.2016.2555881
– volume: 5
  start-page: 672
  year: 2011
  ident: ref_203
  article-title: Controlled 3D buckling of silicon nanowires for stretchable electronics
  publication-title: ACS Nano
  doi: 10.1021/nn103189z
– volume: 21
  start-page: 1432
  year: 2011
  ident: ref_226
  article-title: Doping of Organic Semiconductors Using Molybdenum Trioxide: A Quantitative Time-Dependent Electrical and Spectroscopic Study
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201002696
– volume: 55
  start-page: 134001
  year: 2021
  ident: ref_1
  article-title: Recent advancements in flexible and wearable sensors for biomedical and healthcare applications
  publication-title: J. Phys. D Appl. Phys.
  doi: 10.1088/1361-6463/ac3c73
– volume: 6
  start-page: 6566
  year: 2015
  ident: ref_90
  article-title: Soft network composite materials with deterministic and bio-inspired designs
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms7566
– volume: 14
  start-page: 10042
  year: 2014
  ident: ref_253
  article-title: Flexible Carbon Nanotube Films for High Performance Strain Sensors
  publication-title: Sensors
  doi: 10.3390/s140610042
– ident: ref_58
  doi: 10.1109/ICETET.2012.22
– volume: 24
  start-page: 2850
  year: 2012
  ident: ref_109
  article-title: Paper-based, capacitive touch pads
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201200137
– volume: 5
  start-page: 3002
  year: 2014
  ident: ref_125
  article-title: An ultra-sensitive resistive pressure sensor based on hollow-sphere microstructure induced elasticity in conducting polymer film
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms4002
– ident: ref_179
  doi: 10.1109/IEDM.2016.7838445
– volume: 5
  start-page: 4496
  year: 2014
  ident: ref_101
  article-title: Conformable amplified lead zirconate titanate sensors with enhanced piezoelectric response for cutaneous pressure monitoring
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms5496
– volume: 103
  start-page: 073304
  year: 2013
  ident: ref_169
  article-title: Design optimized membrane-based flexible paper accelerometer with silver nano ink
  publication-title: Appl. Phys. Lett.
  doi: 10.1063/1.4818734
– volume: 14
  start-page: 699
  year: 2013
  ident: ref_265
  article-title: Inkjet-printed resistors with a wide resistance range for printed read-only memory applications
  publication-title: Org. Electron.
  doi: 10.1016/j.orgel.2012.12.034
– volume: 104
  start-page: 173103
  year: 2014
  ident: ref_320
  article-title: Extremely compliant and highly stretchable patterned graphene
  publication-title: Appl. Phys. Lett.
  doi: 10.1063/1.4874337
– volume: 7
  start-page: 19700
  year: 2015
  ident: ref_275
  article-title: Tattoolike Polyaniline Microparticle-Doped Gold Nanowire Patches as Highly Durable Wearable Sensors
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.5b05001
– volume: 21
  start-page: 14454
  year: 2021
  ident: ref_350
  article-title: The Embedding of Flexible Conductive Silver-Coated Electrodes into ECG Monitoring Garment for Minimizing Motion Artefacts
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2020.3001295
– volume: 23
  start-page: 353
  year: 2013
  ident: ref_262
  article-title: Multi-layer RF capacitors on flexible substrates utilizing inkjet printed dielectric polymers
  publication-title: IEEE Microw. Wirel. Compon. Lett.
  doi: 10.1109/LMWC.2013.2264658
– volume: 26
  start-page: 6307
  year: 2014
  ident: ref_272
  article-title: Embedded 3D Printing of Strain Sensors within Highly Stretchable Elastomers
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201400334
– volume: 96
  start-page: 522
  year: 2016
  ident: ref_281
  article-title: Direct laser writing for creating porous graphitic structures and their use for flexible and highly sensitive sensor and sensor arrays
  publication-title: Carbon
  doi: 10.1016/j.carbon.2015.09.076
– volume: 34
  start-page: 2110291
  year: 2022
  ident: ref_142
  article-title: Piezoelectric Dynamics of Arterial Pulse for Wearable Continuous Blood Pressure Monitoring
  publication-title: Adv. Mater.
  doi: 10.1002/adma.202110291
– volume: 25
  start-page: 65
  year: 2019
  ident: ref_120
  article-title: Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
  publication-title: Nat. Med.
  doi: 10.1038/s41591-018-0268-3
– volume: 11
  start-page: 120
  year: 2012
  ident: ref_200
  article-title: Synthesis of monolithic graphene-graphite integrated electronics
  publication-title: Nat. Mater.
  doi: 10.1038/nmat3169
– volume: 3
  start-page: srep01786
  year: 2013
  ident: ref_260
  article-title: Direct desktop printed-circuits-on-paper flexible electronics
  publication-title: Sci. Rep.
  doi: 10.1038/srep01786
– volume: 2022
  start-page: 3408501
  year: 2022
  ident: ref_123
  article-title: An Effective and Lightweight Deep Electrocardiography Arrhythmia Recognition Model Using Novel Special and Native Structural Regularization Techniques on Cardiac Signal
  publication-title: J. Healthc. Eng.
  doi: 10.1155/2022/3408501
– volume: 68
  start-page: 1145
  year: 2016
  ident: ref_292
  article-title: Nanomaterial-Enabled Dry Electrodes for Electrophysiological Sensing: A Review
  publication-title: JOM
  doi: 10.1007/s11837-016-1818-0
– volume: 8
  start-page: 2598
  year: 2022
  ident: ref_251
  article-title: Gelatin and Tannic Acid Based Iongels for Muscle Activity Recording and Stimulation Electrodes
  publication-title: ACS Biomater. Sci. Eng.
  doi: 10.1021/acsbiomaterials.2c00317
– volume: 457
  start-page: 679
  year: 2009
  ident: ref_269
  article-title: A high-mobility electron-transporting polymer for printed transistors
  publication-title: Nature
  doi: 10.1038/nature07727
– volume: 14
  start-page: 728
  year: 2015
  ident: ref_140
  article-title: Conformal piezoelectric systems for clinical and experimental characterization of soft tissue biomechanics
  publication-title: Nat. Mater.
  doi: 10.1038/nmat4289
– volume: 63
  start-page: 423
  year: 2016
  ident: ref_295
  article-title: Fabric-based wearable dry electrodes for body surface biopotential recording
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2015.2462312
– volume: 7
  start-page: 11650
  year: 2016
  ident: ref_15
  article-title: A wearable chemical-electrophysiological hybrid biosensing system for real-time health and fitness monitoring
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms11650
– volume: 14
  start-page: 207
  year: 2012
  ident: ref_60
  article-title: Polymer-based miniature flexible capacitive pressure sensor for intraocular pressure (IOP) monitoring inside a mouse eye
  publication-title: Biomed. Microdevices
  doi: 10.1007/s10544-011-9598-3
– volume: 7
  start-page: 2926
  year: 2015
  ident: ref_79
  article-title: A highly sensitive and flexible pressure sensor with electrodes and elastomeric interlayer containing silver nanowires
  publication-title: Nanoscale
  doi: 10.1039/C4NR06494A
– volume: 18
  start-page: 2103734
  year: 2022
  ident: ref_133
  article-title: Recent Advances in Multiresponsive Flexible Sensors towards E-skin: A Delicate Design for Versatile Sensing
  publication-title: Small
  doi: 10.1002/smll.202103734
– volume: 8
  start-page: 25563
  year: 2016
  ident: ref_128
  article-title: Ultrasensitive Cracking-Assisted Strain Sensors Based on Silver Nanowires/Graphene Hybrid Particles
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.6b09188
– volume: 191
  start-page: 28
  year: 2014
  ident: ref_311
  article-title: Stretching of solution processed carbon nanotube and graphene nanocomposite films on rubber substrates
  publication-title: Synth. Met.
  doi: 10.1016/j.synthmet.2014.02.014
– volume: 51
  start-page: 3759
  year: 2022
  ident: ref_47
  article-title: Skin bioelectronics towards long-term, continuous health monitoring
  publication-title: Chem. Soc. Rev.
  doi: 10.1039/D2CS00207H
– volume: 8
  start-page: 2812
  year: 2012
  ident: ref_223
  article-title: Materials and Designs for Wirelessly Powered Implantable Light-Emitting Systems
  publication-title: Small
  doi: 10.1002/smll.201200943
– ident: ref_126
  doi: 10.5772/intechopen.77458
– volume: 9
  start-page: 10190
  year: 2017
  ident: ref_64
  article-title: Highly Sensitive Textile Strain Sensors and Wireless User-Interface Devices Using All-Polymeric Conducting Fibers
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.7b01771
– volume: 22
  start-page: 3844
  year: 2022
  ident: ref_70
  article-title: Recent Progress in Printed Physical Sensing Electronics for Wearable Health-Monitoring Devices: A Review
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2022.3142328
– volume: 8
  start-page: 14579
  year: 2017
  ident: ref_12
  article-title: An intelligent artificial throat with sound-sensing ability based on laser induced graphene
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms14579
– volume: 29
  start-page: 1701218
  year: 2017
  ident: ref_273
  article-title: 3D Printed Stretchable Tactile Sensors
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201701218
– volume: 174
  start-page: 96
  year: 2012
  ident: ref_39
  article-title: A 3D printed dry electrode for ECG/EEG recording
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2011.12.017
– ident: ref_69
  doi: 10.1109/IFETC.2018.8583894
– volume: 168
  start-page: 077508
  year: 2021
  ident: ref_71
  article-title: Review—Recent Progress in the Diversity of Inkjet-Printed Flexible Sensor Structures in Biomedical Engineering Applications
  publication-title: J. Electrochem. Soc.
  doi: 10.1149/1945-7111/ac0e4b
– volume: 60
  start-page: 2848
  year: 2013
  ident: ref_296
  article-title: Epidermal impedance sensing sheets for precision hydration assessment and spatial mapping
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2013.2264879
– volume: 9
  start-page: 1166
  year: 2017
  ident: ref_130
  article-title: Superfast and high-sensitivity printable strain sensors with bioinspired micron-scale cracks
  publication-title: Nanoscale
  doi: 10.1039/C6NR07333F
– volume: 7
  start-page: 2100773
  year: 2022
  ident: ref_174
  article-title: Significance of Flexible Substrates for Wearable and Implantable Devices: Recent Advances and Perspectives
  publication-title: Adv. Mater. Technol.
  doi: 10.1002/admt.202100773
– volume: 327
  start-page: 1603
  year: 2010
  ident: ref_209
  article-title: Materials and mechanics for stretchable electronics
  publication-title: Science
  doi: 10.1126/science.1182383
– volume: 11
  start-page: 10032
  year: 2017
  ident: ref_23
  article-title: Wearable Electrocardiogram Monitor Using Carbon Nanotube Electronics and Color-Tunable Organic Light-Emitting Diodes
  publication-title: ACS Nano
  doi: 10.1021/acsnano.7b04292
– volume: 26
  start-page: 1178
  year: 2016
  ident: ref_98
  article-title: Flexible Piezoresistive Sensor Patch Enabling Ultralow Power Cuffless Blood Pressure Measurement
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201504560
– volume: 17
  start-page: 2572
  year: 2017
  ident: ref_17
  article-title: Soft, skin-mounted microfluidic systems for measuring secretory fluidic pressures generated at the surface of the skin by eccrine sweat glands
  publication-title: Lab. Chip.
  doi: 10.1039/C7LC00525C
– volume: 10
  start-page: 10
  year: 2001
  ident: ref_306
  article-title: Micromachined electrodes for biopotential measurements
  publication-title: J. Microelectromech. Syst.
  doi: 10.1109/84.911086
– volume: 347
  start-page: 154
  year: 2015
  ident: ref_309
  article-title: Assembly of micro/nanomaterials into complex, three-dimensional architectures by compressive buckling
  publication-title: Science
  doi: 10.1126/science.1260960
– volume: 9
  start-page: 859
  year: 2010
  ident: ref_113
  article-title: Highly sensitive flexible pressure sensors with microstructured rubber dielectric layers
  publication-title: Nat. Mater.
  doi: 10.1038/nmat2834
– volume: 9
  start-page: 3214
  year: 2009
  ident: ref_314
  article-title: Lateral buckling mechanics in silicon nanowires on elastomeric substrates
  publication-title: Nano Lett.
  doi: 10.1021/nl901450q
– volume: 25
  start-page: 5715
  year: 2004
  ident: ref_186
  article-title: The characteristics of a hydroxyapatite-chitosan-PMMA bone cement
  publication-title: Biomaterials
  doi: 10.1016/j.biomaterials.2004.01.022
– volume: 59
  start-page: 4406
  year: 2011
  ident: ref_216
  article-title: A reconfigurable patch antenna using liquid metal embedded in a silicone substrate
  publication-title: IEEE Trans. Antennas Propag.
  doi: 10.1109/TAP.2011.2165501
– volume: 5
  start-page: 5747
  year: 2014
  ident: ref_322
  article-title: Stretchable silicon nanoribbon electronics for skin prosthesis
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms6747
– volume: 14
  start-page: 63
  year: 2013
  ident: ref_239
  article-title: Graphene: An emerging material for biological tissue engineering
  publication-title: Carbon Lett.
  doi: 10.5714/CL.2013.14.2.063
– volume: 370
  start-page: 1039
  year: 2019
  ident: ref_246
  article-title: Biocompatible, self-wrinkled, antifreezing and stretchable hydrogel-based wearable sensor with PEDOT:sulfonated lignin as conductive materials
  publication-title: Chem. Eng. J.
  doi: 10.1016/j.cej.2019.03.287
– volume: 4
  start-page: 361
  year: 2022
  ident: ref_212
  article-title: Recent Progress on Smart Fiber and Textile Based Wearable Strain Sensors: Materials, Fabrications and Applications
  publication-title: Adv. Fiber Mater.
  doi: 10.1007/s42765-021-00126-3
– volume: 26
  start-page: 2514
  year: 2014
  ident: ref_100
  article-title: Highly-efficient, flexible piezoelectric PZT thin film nanogenerator on plastic substrates
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201305659
– volume: 15
  start-page: 937
  year: 2016
  ident: ref_157
  article-title: Pursuing prosthetic electronic skin
  publication-title: Nat. Mater.
  doi: 10.1038/nmat4671
– volume: 29
  start-page: 165
  year: 2004
  ident: ref_327
  article-title: Electrodiagnostic studies in the management and prognosis of neuromuscular disorders
  publication-title: Muscle Nerve
  doi: 10.1002/mus.10489
– ident: ref_337
  doi: 10.3390/s16111833
– volume: 49
  start-page: 597
  year: 2002
  ident: ref_290
  article-title: Characterization of micromachined spiked biopotential electrodes
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2002.1001974
– ident: ref_122
  doi: 10.1109/PRML52754.2021.9520710
– volume: 40
  start-page: 105
  year: 2007
  ident: ref_333
  article-title: Gold electrodeposition for microelectronic, optoelectronic and microsystem applications
  publication-title: Gold Bull.
  doi: 10.1007/BF03215566
– ident: ref_326
  doi: 10.1145/2093698.2093747
– volume: 44
  start-page: 2282
  year: 2016
  ident: ref_148
  article-title: Telemedical Wearable Sensing Platform for Management of Chronic Venous Disorder
  publication-title: Ann. Biomed. Eng.
  doi: 10.1007/s10439-015-1498-x
– volume: 13
  start-page: 3910
  year: 2013
  ident: ref_165
  article-title: A flexible and robust large scale capacitive tactile system for robots
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2013.2258149
– volume: 4
  start-page: 1543
  year: 2013
  ident: ref_319
  article-title: Stretchable batteries with self-similar serpentine interconnects and integrated wireless recharging systems
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms2553
– volume: 9
  start-page: 5929
  year: 2015
  ident: ref_3
  article-title: Extremely Elastic Wearable Carbon Nanotube Fiber Strain Sensor for Monitoring of Human Motion
  publication-title: ACS Nano
  doi: 10.1021/acsnano.5b00599
– volume: 7
  start-page: 6317
  year: 2015
  ident: ref_4
  article-title: Highly stretchable and wearable graphene strain sensors with controllable sensitivity for human motion monitoring
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.5b00695
– volume: 26
  start-page: 796
  year: 2014
  ident: ref_155
  article-title: A flexible bimodal sensor array for simultaneous sensing of pressure and temperature
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201302869
– ident: ref_8
  doi: 10.1371/journal.pone.0118131
– volume: 5
  start-page: 3266
  year: 2014
  ident: ref_89
  article-title: Fractal design concepts for stretchable electronics
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms4266
– volume: 38
  start-page: 979
  year: 2017
  ident: ref_82
  article-title: Carbon-based pressure sensors with wavy configuration
  publication-title: IEEE Electron Device Lett.
  doi: 10.1109/LED.2017.2702614
– volume: 8
  start-page: 15894
  year: 2017
  ident: ref_87
  article-title: Self-assembled three dimensional network designs for soft electronics
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms15894
– volume: 26
  start-page: 3451
  year: 2014
  ident: ref_127
  article-title: Highly Stretchable Resistive Pressure Sensors Using a Conductive Elastomeric Composite on a Micropyramid Array
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201305182
– volume: 320
  start-page: 507
  year: 2008
  ident: ref_279
  article-title: Stretchable and foldable silicon integrated circuits
  publication-title: Science
  doi: 10.1126/science.1154367
– volume: 32
  start-page: 831
  year: 2011
  ident: ref_102
  article-title: Origin of piezoelectricity in an electrospun poly(vinylidene fluoride-trifluoroethylene) nanofiber web-based nanogenerator and nano-pressure sensor
  publication-title: Macromol. Rapid Commun.
  doi: 10.1002/marc.201100040
– volume: 199
  start-page: 310
  year: 2013
  ident: ref_50
  article-title: Development of a quasi-dry electrode for EEG recording
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2013.06.013
– volume: 6
  start-page: 1395
  year: 2012
  ident: ref_285
  article-title: Patterning and electronic tuning of laser scribed graphene for flexible all-carbon devices
  publication-title: ACS Nano
  doi: 10.1021/nn204200w
– volume: 3
  start-page: 1377
  year: 2014
  ident: ref_30
  article-title: Ionic Liquid Gel-Assisted Electrodes for Long-Term Cutaneous Recordings
  publication-title: Adv. Healthc. Mater.
  doi: 10.1002/adhm.201300614
– volume: 454
  start-page: 495
  year: 2008
  ident: ref_286
  article-title: Medium-scale carbon nanotube thin-film integrated circuits on flexible plastic substrates
  publication-title: Nature
  doi: 10.1038/nature07110
– volume: 39
  start-page: S41
  year: 2006
  ident: ref_301
  article-title: Biopotential fiber sensor
  publication-title: J. Electrocardiol.
  doi: 10.1016/j.jelectrocard.2006.05.016
– volume: 12
  start-page: 2540
  year: 2012
  ident: ref_54
  article-title: Concurrent recordings of bladder afferents from multiple nerves using a microfabricated PDMS microchannel electrode array
  publication-title: Lab Chip
  doi: 10.1039/c2lc21277c
– volume: 62
  start-page: 556
  year: 2016
  ident: ref_85
  article-title: In vivo measurement of skin surface strain and sub-surface layer deformation induced by natural tissue stretching
  publication-title: J. Mech. Behav. Biomed. Mater.
  doi: 10.1016/j.jmbbm.2016.05.035
– volume: 19
  start-page: 160
  year: 2015
  ident: ref_310
  article-title: Mechanics of stretchable electronics
  publication-title: Curr. Opin. Solid State Mater. Sci.
  doi: 10.1016/j.cossms.2015.01.004
– volume: 521
  start-page: 436
  year: 2015
  ident: ref_119
  article-title: Deep learning
  publication-title: Nature
  doi: 10.1038/nature14539
– volume: 27
  start-page: 2433
  year: 2015
  ident: ref_151
  article-title: Conductive fiber-based ultrasensitive textile pressure sensor for wearable electronics
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201500009
– volume: 314
  start-page: 1754
  year: 2006
  ident: ref_288
  article-title: Heterogeneous three-dimensional electronics by use of printed semiconductor nanomaterials
  publication-title: Science
  doi: 10.1126/science.1132394
– volume: Volume 10464
  start-page: 77
  year: 2017
  ident: ref_115
  article-title: Stretchable sEMG electrodes conformally laminated on skin for continuous electrophysiological monitoring
  publication-title: Lecture Notes in Computer Science
  doi: 10.1007/978-3-319-65298-6_8
– volume: 9
  start-page: 1
  year: 2018
  ident: ref_162
  article-title: Transparent and flexible fingerprint sensor array with multiplexed detection of tactile pressure and skin temperature
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-018-04906-1
– volume: 1
  start-page: 356
  year: 1973
  ident: ref_297
  article-title: Temporal changes in electrode impedance while recording the electrocardiogram with ‘dry’ electrodes
  publication-title: Ann. Biomed. Eng.
  doi: 10.1007/BF02407675
– volume: 25
  start-page: 4228
  year: 2015
  ident: ref_97
  article-title: Highly Stretchable and Sensitive Strain Sensors Using Fragmentized Graphene Foam
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201501000
– volume: 8
  start-page: 9504
  year: 2016
  ident: ref_205
  article-title: Fully-integrated, bezel-less transistor arrays using reversibly foldable interconnects and stretchable origami substrates
  publication-title: Nanoscale
  doi: 10.1039/C6NR02041K
– volume: 4
  start-page: 1700586
  year: 2018
  ident: ref_164
  article-title: A Highly Sensitive Flexible Capacitive Tactile Sensor with Sparse and High-Aspect-Ratio Microstructures
  publication-title: Adv. Electron. Mater.
  doi: 10.1002/aelm.201700586
– volume: 14
  start-page: 296
  year: 2018
  ident: ref_33
  article-title: Soft electrodes combining hydrogel and liquid metal
  publication-title: Soft Matter
  doi: 10.1039/C8SM00337H
– volume: 22
  start-page: 2027
  year: 2016
  ident: ref_299
  article-title: A flexible dry electrode based on APTES-anchored PDMS substrate for portable ECG acquisition system
  publication-title: Microsyst. Technol.
  doi: 10.1007/s00542-015-2490-y
– volume: 14
  start-page: 12370
  year: 2014
  ident: ref_305
  article-title: Developing barbed microtip-based electrode arrays for biopotential measurement
  publication-title: Sensors
  doi: 10.3390/s140712370
– ident: ref_276
  doi: 10.1371/journal.pone.0045485
– volume: 12
  start-page: 1184
  year: 2012
  ident: ref_201
  article-title: Flexible gigahertz transistors derived from solution-based single-layer graphene
  publication-title: Nano Lett.
  doi: 10.1021/nl203316r
– volume: 24
  start-page: 2028
  year: 2014
  ident: ref_86
  article-title: Experimental and Theoretical Studies of Serpentine Microstructures Bonded To Prestrained Elastomers for Stretchable Electronics
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201302957
– volume: 29
  start-page: 1702800
  year: 2017
  ident: ref_185
  article-title: Highly Stretchable, Compliant, Polymeric Microelectrode Arrays for In Vivo Electrophysiological Interfacing
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201702800
– volume: 116
  start-page: 33
  year: 2005
  ident: ref_329
  article-title: Activity of masticatory muscles in subjects with different orofacial pain conditions
  publication-title: Pain
  doi: 10.1016/j.pain.2005.03.011
– volume: 61
  start-page: 1863
  year: 2014
  ident: ref_303
  article-title: Novel electrodes for underwater ECG monitoring
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2014.2309293
– volume: 25
  start-page: 094010
  year: 2014
  ident: ref_252
  article-title: Printed all-solid flexible microsupercapacitors: Towards the general route for high energy storage devices
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/25/9/094010
– volume: 30
  start-page: e1800129
  year: 2018
  ident: ref_66
  article-title: Plasticizing Silk Protein for On-Skin Stretchable Electrodes
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201800129
– volume: 2
  start-page: 1600284
  year: 2017
  ident: ref_280
  article-title: Merging of Thin- and Thick-Film Fabrication Technologies: Toward Soft Stretchable ‘Island-Bridge’ Devices
  publication-title: Adv. Mater. Technol.
  doi: 10.1002/admt.201600284
– volume: 2018
  start-page: 3016343
  year: 2018
  ident: ref_346
  article-title: Electromechanical Design of Self-Similar Inspired Surface Electrodes for Human-Machine Interaction
  publication-title: Complexity
  doi: 10.1155/2018/3016343
– volume: 24
  start-page: 3846
  year: 2014
  ident: ref_94
  article-title: Materials and Designs for Wireless Epidermal Sensors of Hydration and Strain
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201303886
– volume: 6
  start-page: 4469
  year: 2012
  ident: ref_199
  article-title: High mobility flexible graphene field-effect transistors with self-healing gate dielectrics
  publication-title: ACS Nano
  doi: 10.1021/nn301199j
– volume: 20
  start-page: 12295
  year: 2020
  ident: ref_349
  article-title: A Flexible Multilayered Dry Electrode and Assembly to Single-Lead ECG Patch to Monitor Atrial Fibrillation in a Real-Life Scenario
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2020.2999101
– volume: 2022
  start-page: 1
  year: 2022
  ident: ref_55
  article-title: Next Steps in Epidermal Computing: Opportunities and Challenges for Soft On-Skin Devices
  publication-title: CHI Conf. Hum. Factors Comput. Syst.
– volume: 6
  start-page: 1700305
  year: 2017
  ident: ref_342
  article-title: A Ferroelectric Ceramic/Polymer Composite-Based Capacitive Electrode Array for In Vivo Recordings
  publication-title: Adv. Healthc. Mater.
  doi: 10.1002/adhm.201700305
– volume: 29
  start-page: 1906982
  year: 2019
  ident: ref_248
  article-title: Ultrathin Organic Electrochemical Transistor with Nonvolatile and Thin Gel Electrolyte for Long-Term Electrophysiological Monitoring
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201906982
– volume: 102
  start-page: 183511
  year: 2013
  ident: ref_175
  article-title: High strain biocompatible polydimethylsiloxane-based conductive graphene and multiwalled carbon nanotube nanocomposite strain sensors
  publication-title: Appl. Phys. Lett.
  doi: 10.1063/1.4804580
– volume: 26
  start-page: 375501
  year: 2015
  ident: ref_257
  article-title: Ultra-stretchable and skin-mountable strain sensors using carbon nanotubes-Ecoflex nanocomposites
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/26/37/375501
– volume: 116
  start-page: 1558
  year: 2005
  ident: ref_330
  article-title: Experimental muscle pain decreases voluntary EMG activity but does not affect the muscle potential evoked by transcutaneous electrical stimulation
  publication-title: Clin. Neurophysiol.
  doi: 10.1016/j.clinph.2005.03.009
– ident: ref_271
  doi: 10.1371/journal.pone.0049365
– volume: 3
  start-page: 51
  year: 2010
  ident: ref_189
  article-title: Mechanical characterisation of polyurethane elastomer for biomedical applications
  publication-title: J. Mech. Behav. Biomed. Mater.
  doi: 10.1016/j.jmbbm.2009.03.005
– volume: 37
  start-page: 207
  year: 2012
  ident: ref_62
  article-title: Materials for stretchable electronics
  publication-title: MRS Bull.
  doi: 10.1557/mrs.2012.37
– volume: 1
  start-page: 866
  year: 2016
  ident: ref_181
  article-title: Wearable Microsensor Array for Multiplexed Heavy Metal Monitoring of Body Fluids
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.6b00287
– volume: 295
  start-page: 59
  year: 2010
  ident: ref_236
  article-title: Synthesis and characterization of polypyrrole nanoparticles and their nanocomposites with poly(propylene)
  publication-title: Macromol. Symp.
  doi: 10.1002/masy.200900164
– volume: 48
  start-page: 945
  year: 2010
  ident: ref_53
  article-title: Flexible and stretchable micro-electrodes for in vitro and in vivo neural interfaces
  publication-title: Med. Biol. Eng. Comput.
  doi: 10.1007/s11517-010-0644-8
– ident: ref_334
  doi: 10.1109/ICEE.2018.8472710
– volume: 12
  start-page: 1821
  year: 2012
  ident: ref_76
  article-title: A highly elastic, capacitive strain gauge based on percolating nanotube networks
  publication-title: Nano Lett.
  doi: 10.1021/nl204052z
– volume: 7
  start-page: 8266
  year: 2013
  ident: ref_139
  article-title: Triboelectric active sensor array for self-powered static and dynamic pressure detection and tactile imaging
  publication-title: ACS Nano
  doi: 10.1021/nn4037514
– volume: 21
  start-page: 715
  year: 2002
  ident: ref_237
  article-title: Effects of thickness on mechanical properties of conducting polythiophene films
  publication-title: J. Mater. Sci. Lett.
  doi: 10.1023/A:1015737106002
– volume: 6
  start-page: 42
  year: 2020
  ident: ref_240
  article-title: Flexible, diamond-based microelectrodes fabricated using the diamond growth side for neural sensing
  publication-title: Microsyst. Nanoeng.
  doi: 10.1038/s41378-020-0155-1
– volume: 11
  start-page: 5819
  year: 2011
  ident: ref_291
  article-title: Design, Fabrication and Experimental Validation of a Novel Dry-Contact Sensor for Measuring Electroencephalography Signals without Skin Preparation
  publication-title: Sensors
  doi: 10.3390/s110605819
– ident: ref_348
– volume: 4
  start-page: 487
  year: 2015
  ident: ref_65
  article-title: Toward flexible and wearable human-interactive health-monitoring devices
  publication-title: Adv. Healthc. Mater.
  doi: 10.1002/adhm.201400546
– volume: 14
  start-page: 14732
  year: 2014
  ident: ref_339
  article-title: Flexible capacitive electrodes for minimizing motion artifacts in ambulatory electrocardiograms
  publication-title: Sensors
  doi: 10.3390/s140814732
– volume: 237
  start-page: 49
  year: 2016
  ident: ref_36
  article-title: Totally shape-conformable electrode/hydrogel composite for on-skin electrophysiological measurements
  publication-title: Sens. Actuator. B Chem.
  doi: 10.1016/j.snb.2016.06.076
– volume: 5
  start-page: 13
  year: 2021
  ident: ref_249
  article-title: Recent advanced applications of ion-gel in ionic-gated transistor
  publication-title: npj Flex. Electron.
  doi: 10.1038/s41528-021-00110-2
– volume: 5
  start-page: 3132
  year: 2014
  ident: ref_78
  article-title: A wearable and highly sensitive pressure sensor with ultrathin gold nanowires
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms4132
– volume: 4
  start-page: 5461
  year: 2016
  ident: ref_83
  article-title: The rapid and dense assembly of solution-processed single-wall carbon nanotube semiconducting films: Via an acid-based additive in the aqueous dispersion
  publication-title: J. Mater. Chem. C
  doi: 10.1039/C6TC00783J
– volume: 5
  start-page: 1
  year: 2014
  ident: ref_238
  article-title: Graphene-based carbon-layered electrode array technology for neural imaging and optogenetic applications
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms6258
– volume: 203
  start-page: 20
  year: 2013
  ident: ref_37
  article-title: Flexible PDMS electrode for one-point wearable wireless bio-potential acquisition
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2013.08.010
– volume: 15
  start-page: 16218
  year: 2021
  ident: ref_135
  article-title: Skin-Inspired Hair-Epidermis-Dermis Hierarchical Structures for Electronic Skin Sensors with High Sensitivity over a Wide Linear Range
  publication-title: ACS Nano
  doi: 10.1021/acsnano.1c05199
– volume: 100
  start-page: 35
  year: 2009
  ident: ref_328
  article-title: Surface EMG in advanced hand prosthetics
  publication-title: Biol. Cybern.
  doi: 10.1007/s00422-008-0278-1
– volume: 7
  start-page: 7918
  year: 2019
  ident: ref_34
  article-title: Mussel-Inspired Nanocomposite Hydrogel-Based Electrodes with Reusable and Injectable Properties for Human Electrophysiological Signals Detection
  publication-title: ACS Sustain. Chem. Eng.
  doi: 10.1021/acssuschemeng.9b00579
– volume: 10
  start-page: 3083
  year: 2014
  ident: ref_93
  article-title: Stretchable, Wireless Sensors and Functional Substrates for Epidermal Characterization of Sweat
  publication-title: Small
  doi: 10.1002/smll.201400483
– volume: 36
  start-page: 265
  year: 2016
  ident: ref_107
  article-title: Liquid-Metal-Painted Stretchable Capacitor Sensors for Wearable Healthcare Electronics
  publication-title: J. Med. Biol. Eng.
  doi: 10.1007/s40846-016-0129-9
– volume: 1
  start-page: 201
  year: 2006
  ident: ref_228
  article-title: Controlled buckling of semiconductor nanoribbons for stretchable electronics
  publication-title: Nat. Nanotechnol.
  doi: 10.1038/nnano.2006.131
– volume: 22
  start-page: 577
  year: 2012
  ident: ref_215
  article-title: A pressure responsive fluidic microstrip open stub resonator using a liquid metal alloy
  publication-title: IEEE Microw. Wirel. Compon. Lett.
  doi: 10.1109/LMWC.2012.2223754
– volume: 15
  start-page: 392
  year: 2015
  ident: ref_80
  article-title: Highly uniform and stable n-type carbon nanotube transistors by using positively charged silicon nitride thin films
  publication-title: Nano Lett.
  doi: 10.1021/nl5037098
– volume: 25
  start-page: 5997
  year: 2013
  ident: ref_56
  article-title: 25th Anniversary Article: The Evolution of Electronic Skin (E-Skin): A Brief History, Design Considerations, and Recent Progress
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201302240
– volume: 4
  start-page: 1859
  year: 2013
  ident: ref_154
  article-title: Flexible polymer transistors with high pressure sensitivity for application in electronic skin and health monitoring
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms2832
– volume: 9
  start-page: 6252
  year: 2015
  ident: ref_198
  article-title: Stretchable, Transparent, Ultrasensitive, and Patchable Strain Sensor for Human-Machine Interfaces Comprising a Nanohybrid of Carbon Nanotubes and Conductive Elastomers
  publication-title: ACS Nano
  doi: 10.1021/acsnano.5b01613
– volume: 122
  start-page: 191
  year: 2016
  ident: ref_267
  article-title: Efficient, inkjet-printed TADF-OLEDs with an ultra-soluble NHetPHOS complex
  publication-title: Appl. Phys. A Mater. Sci. Process.
  doi: 10.1007/s00339-016-9726-2
– volume: 50
  start-page: 773
  year: 2012
  ident: ref_331
  article-title: Reliable stretchable gold interconnects in biocompatible elastomers
  publication-title: J. Polym. Sci. Part B Polym. Phys.
  doi: 10.1002/polb.23064
– volume: 24
  start-page: 4666
  year: 2014
  ident: ref_2
  article-title: Wearable and highly sensitive graphene strain sensors for human motion monitoring
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201400379
– volume: 8
  start-page: 1515
  year: 2021
  ident: ref_187
  article-title: A Review: Electrode and Packaging Materials for Neurophysiology Recording Implants
  publication-title: Front. Bioeng. Biotechnol.
  doi: 10.3389/fbioe.2020.622923
– volume: 21
  start-page: 371
  year: 1974
  ident: ref_343
  article-title: The Active Fiber in a Volume Conductor
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.1974.324406
– volume: 28
  start-page: 1369
  year: 2016
  ident: ref_9
  article-title: Nanoparticle Based Curve Arrays for Multirecognition Flexible Electronics
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201504759
– ident: ref_270
  doi: 10.3390/polym9090441
– ident: ref_278
  doi: 10.1371/journal.pone.0058771
– volume: 23
  start-page: 2308
  year: 2013
  ident: ref_217
  article-title: Ultrastretchable Fibers with Metallic Conductivity Using a Liquid Metal Alloy Core
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201202405
– volume: 25
  start-page: 6839
  year: 2013
  ident: ref_26
  article-title: Materials and optimized designs for human-machine interfaces via epidermal electronics
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201301921
– volume: 25
  start-page: 427
  year: 2015
  ident: ref_258
  article-title: Plasticization of PEDOT: PSS by common additives for mechanically robust organic solar cells and wearable sensors
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201401758
– volume: 151
  start-page: 17
  year: 2009
  ident: ref_307
  article-title: A microfabricated electrode with hollow microneedles for ECG measurement
  publication-title: Sens. Actuators A Phys.
  doi: 10.1016/j.sna.2009.01.020
– volume: 61
  start-page: 7816
  year: 2013
  ident: ref_323
  article-title: Mechanics of ultra-stretchable self-similar serpentine interconnects
  publication-title: Acta Mater.
  doi: 10.1016/j.actamat.2013.09.020
– volume: 21
  start-page: 1241
  year: 2015
  ident: ref_298
  article-title: A flexible dry micro-dome electrode for ECG monitoring
  publication-title: Microsyst. Technol.
  doi: 10.1007/s00542-014-2235-3
– volume: 25
  start-page: 3698
  year: 2015
  ident: ref_92
  article-title: Soft Core/Shell Packages for Stretchable Electronics
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201501086
– volume: 102
  start-page: 161904
  year: 2013
  ident: ref_99
  article-title: Graphene based piezoresistive pressure sensor
  publication-title: Appl. Phys. Lett.
  doi: 10.1063/1.4802799
– volume: 26
  start-page: 165
  year: 2016
  ident: ref_274
  article-title: Recent Advances in Pen-Based Writing Electronics and their Emerging Applications
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201503405
– volume: 1
  start-page: 132
  year: 2014
  ident: ref_170
  article-title: Highly Sensitive Flexible Printed Accelerometer System for Monitoring Vital Signs
  publication-title: Soft Robot.
  doi: 10.1089/soro.2014.0003
– volume: 8
  start-page: 1867
  year: 2015
  ident: ref_227
  article-title: Exciton diffusion in organic semiconductors
  publication-title: Energy Environ. Sci.
  doi: 10.1039/C5EE00925A
– volume: 22
  start-page: 9255
  year: 2022
  ident: ref_35
  article-title: Sleeping Heart Monitoring Using Hydrogel-Textile Capacitive ECG Electrodes
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2022.3164076
– volume: 25
  start-page: 2395
  year: 2015
  ident: ref_192
  article-title: Flexible and highly sensitive strain sensors fabricated by pencil drawn for wearable monitor
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201500094
– volume: 333
  start-page: 838
  year: 2011
  ident: ref_72
  article-title: Epidermal electronics
  publication-title: Science
  doi: 10.1126/science.1206157
– volume: 11
  start-page: 994
  year: 2015
  ident: ref_74
  article-title: Transparent and flexible cellulose nanocrystal/reduced graphene oxide film for proximity sensing
  publication-title: Small
  doi: 10.1002/smll.201402109
– volume: 167
  start-page: 037566
  year: 2020
  ident: ref_182
  article-title: The development of wearable polymer-based sensors: Perspectives
  publication-title: J. Electrochem. Soc.
  doi: 10.1149/1945-7111/ab697c
– volume: 162
  start-page: 662
  year: 2015
  ident: ref_190
  article-title: Wireless Optofluidic Systems for Programmable In Vivo Pharmacology and Optogenetics
  publication-title: Cell
  doi: 10.1016/j.cell.2015.06.058
– volume: 299
  start-page: 22
  year: 2016
  ident: ref_255
  article-title: Foldable and electrically stable graphene film resistors prepared by vacuum filtration for flexible electronics
  publication-title: Surf. Coat. Technol.
  doi: 10.1016/j.surfcoat.2016.04.066
– volume: 39
  start-page: 892
  year: 2019
  ident: ref_46
  article-title: Carbon Nanofiber-Based Wearable Patches for Bio-Potential Monitoring
  publication-title: J. Med. Biol. Eng.
  doi: 10.1007/s40846-019-00470-1
– volume: 13
  start-page: 60736
  year: 2021
  ident: ref_206
  article-title: Patterning of Metal Nanowire Networks: Methods and Applications
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.1c14816
– volume: 7
  start-page: 803
  year: 2012
  ident: ref_232
  article-title: Highly stretchable electric circuits from a composite material of silver nanoparticles and elastomeric fibres
  publication-title: Nat. Nanotechnol.
  doi: 10.1038/nnano.2012.206
– volume: 24
  start-page: 6195
  year: 2014
  ident: ref_147
  article-title: Microflotronics: A flexible, transparent, pressure-sensitive microfluidic film
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201401527
– volume: 71
  start-page: 99
  year: 2021
  ident: ref_48
  article-title: ANFIS fusion algorithm for eye movement recognition via soft multi-functional electronic skin
  publication-title: Inf. Fusion
  doi: 10.1016/j.inffus.2021.02.003
– volume: 20
  start-page: 3577
  year: 2010
  ident: ref_222
  article-title: Stretchable, Transparent Zinc Oxide Thin Film Transistors
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201001107
– volume: 499
  start-page: 458
  year: 2013
  ident: ref_59
  article-title: An ultra-lightweight design for imperceptible plastic electronics
  publication-title: Nature
  doi: 10.1038/nature12314
– volume: 14
  start-page: 2647
  year: 2014
  ident: ref_194
  article-title: In-situ synthesis of carbon nanotube-graphite electronic devices and their integrations onto surfaces of live plants and insects
  publication-title: Nano Lett.
  doi: 10.1021/nl500513n
– volume: 91
  start-page: 796
  year: 2017
  ident: ref_27
  article-title: Soft, conformal bioelectronics for a wireless human-wheelchair interface
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2017.01.044
– volume: 339
  start-page: 1057
  year: 2013
  ident: ref_225
  article-title: InP nanowire array solar cells achieving 13.8% efficiency by exceeding the ray optics limit
  publication-title: Science
  doi: 10.1126/science.1230969
– volume: 4
  start-page: 045004
  year: 2021
  ident: ref_230
  article-title: PEDOT:PSS: From conductive polymers to sensors
  publication-title: Nanotechnol. Precis. Eng.
  doi: 10.1063/10.0006866
– ident: ref_254
  doi: 10.3390/mi8030069
– volume: 211
  start-page: 110164
  year: 2021
  ident: ref_103
  article-title: Piezoelectric materials for flexible and wearable electronics: A review
  publication-title: Mater. Des.
  doi: 10.1016/j.matdes.2021.110164
– ident: ref_289
– volume: 57
  start-page: 05GD02
  year: 2018
  ident: ref_84
  article-title: Wearable carbon nanotube based dry-electrodes for electrophysiological sensors
  publication-title: Jpn. J. Appl. Phys.
  doi: 10.7567/JJAP.57.05GD02
– volume: 2
  start-page: 1600228
  year: 2017
  ident: ref_6
  article-title: Recyclable Nonfunctionalized Paper-Based Ultralow-Cost Wearable Health Monitoring System
  publication-title: Adv. Mater. Technol.
  doi: 10.1002/admt.201600228
– volume: 311
  start-page: 208
  year: 2006
  ident: ref_317
  article-title: A stretchable form of single-crystal silicon for high-performance electronics on rubber subtrates
  publication-title: Science
  doi: 10.1126/science.1121401
– volume: 2
  start-page: 17380
  year: 2014
  ident: ref_263
  article-title: Photonic curing of aromatic thiol-ene click dielectric capacitors via inkjet printing
  publication-title: J. Mater. Chem. A
  doi: 10.1039/C4TA04030A
– volume: 24
  start-page: 5284
  year: 2012
  ident: ref_67
  article-title: Transfer printing techniques for materials assembly and micro/nanodevice fabrication
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201201386
– volume: 39
  start-page: 1800246
  year: 2018
  ident: ref_31
  article-title: Ionic Gels and Their Applications in Stretchable Electronics
  publication-title: Macromol. Rapid Commun.
  doi: 10.1002/marc.201800246
– volume: 12
  start-page: 359
  year: 2021
  ident: ref_57
  article-title: Wearable and Implantable Soft Bioelectronics: Device Designs and Material Strategies
  publication-title: Annu. Rev. Chem. Biomol. Eng.
  doi: 10.1146/annurev-chembioeng-101420-024336
– volume: 12
  start-page: 761
  year: 2003
  ident: ref_335
  article-title: Etch rates for micromachining processing—Part II
  publication-title: J. Microelectromech. Syst.
  doi: 10.1109/JMEMS.2003.820936
– volume: 48
  start-page: 6794
  year: 2012
  ident: ref_68
  article-title: Electrochemical sensing based on printable temporary transfer tattoos
  publication-title: Chem. Commun.
  doi: 10.1039/c2cc32839a
– volume: 24
  start-page: 5427
  year: 2014
  ident: ref_152
  article-title: Tunable flexible pressure sensors using microstructured elastomer geometries for intuitive electronics
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201400712
– volume: 22
  start-page: 2228
  year: 2010
  ident: ref_210
  article-title: Stretchable, large-area organic electronics
  publication-title: Adv. Mater.
  doi: 10.1002/adma.200904054
– volume: 24
  start-page: 1569
  year: 2020
  ident: ref_351
  article-title: Non-Standardized Patch-Based ECG Lead Together With Deep Learning Based Algorithm for Automatic Screening of Atrial Fibrillation
  publication-title: IEEE J. Biomed. Health Inf.
  doi: 10.1109/JBHI.2020.2980454
– volume: 27
  start-page: 6423
  year: 2015
  ident: ref_51
  article-title: Cut-and-Paste’ Manufacture of Multiparametric Epidermal Sensor Systems
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201502386
– volume: 95
  start-page: 347
  year: 2015
  ident: ref_195
  article-title: Ambient effects on the electrical conductivity of carbon nanotubes
  publication-title: Carbon
  doi: 10.1016/j.carbon.2015.08.045
– volume: 23
  start-page: 82
  year: 2015
  ident: ref_172
  article-title: Instrumented rubber insole for plantar pressure sensing
  publication-title: Org. Electron.
  doi: 10.1016/j.orgel.2015.04.020
– volume: 13
  start-page: 3077
  year: 2013
  ident: ref_38
  article-title: A Low-Power Bio-Potential Acquisition System with Flexible PDMS Dry Electrodes for Portable Ubiquitous Healthcare Applications
  publication-title: Sensors
  doi: 10.3390/s130303077
– volume: 57
  start-page: 101819
  year: 2020
  ident: ref_121
  article-title: Automated arrhythmia classification based on a combination network of CNN and LSTM
  publication-title: Biomed. Signal Process. Control
  doi: 10.1016/j.bspc.2019.101819
– volume: 7
  start-page: e188
  year: 2015
  ident: ref_220
  article-title: Compact helical antenna for smart implant applications
  publication-title: NPG Asia Mater.
  doi: 10.1038/am.2015.53
– volume: 356
  start-page: eaaf3627
  year: 2017
  ident: ref_245
  article-title: Advances in engineering hydrogels
  publication-title: Science
  doi: 10.1126/science.aaf3627
– volume: 31
  start-page: 233
  year: 2010
  ident: ref_300
  article-title: Characterization of textile electrodes and conductors using standardized measurement setups
  publication-title: Physiol Meas.
  doi: 10.1088/0967-3334/31/2/009
– volume: 8
  start-page: 6487
  year: 2020
  ident: ref_13
  article-title: Novel gas sensing platform based on a stretchable laser-induced graphene pattern with self-heating capabilities
  publication-title: J. Mater. Chem. A
  doi: 10.1039/C9TA07855J
– volume: 18
  start-page: 2857
  year: 2006
  ident: ref_224
  article-title: Buckled and Wavy Ribbons of GaAs for High-Performance Electronics on Elastomeric Substrates
  publication-title: Adv. Mater.
  doi: 10.1002/adma.200600646
– volume: 34
  start-page: R47
  year: 2013
  ident: ref_294
  article-title: Dry electrodes for electrocardiography
  publication-title: Physiol. Meas.
  doi: 10.1088/0967-3334/34/9/R47
– volume: 6
  start-page: 21721
  year: 2014
  ident: ref_108
  article-title: Direct writing on paper of foldable capacitive touch pads with silver nanowire inks
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/am506987w
– volume: 50
  start-page: 444
  year: 2012
  ident: ref_176
  article-title: Single-walled carbon nanotube/silicone rubber composites for compliant electrodes
  publication-title: Carbon
  doi: 10.1016/j.carbon.2011.08.070
– volume: 55
  start-page: 7575
  year: 2020
  ident: ref_234
  article-title: An overview on the synthesis and recent applications of conducting poly(3,4-ethylenedioxythiophene) (PEDOT) in industry and biomedicine
  publication-title: J. Mater. Sci.
  doi: 10.1007/s10853-020-04561-2
– volume: 26
  start-page: 1678
  year: 2016
  ident: ref_208
  article-title: Stretchable, Skin-Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201504755
– volume: 11
  start-page: 3007
  year: 2015
  ident: ref_282
  article-title: Femtosecond Laser Fabrication of Cavity Microball Lens (CMBL) inside a PMMA Substrate for Super-Wide Angle Imaging
  publication-title: Small
  doi: 10.1002/smll.201403419
– volume: 27
  start-page: 1701282
  year: 2017
  ident: ref_7
  article-title: Flexible and Stretchable 3ω Sensors for Thermal Characterization of Human Skin
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201701282
– volume: 112
  start-page: 3920
  year: 2015
  ident: ref_20
  article-title: Soft, curved electrode systems capable of integration on the auricle as a persistent brain-computer interface
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.1424875112
– volume: 12
  start-page: 938
  year: 2013
  ident: ref_183
  article-title: Ultrathin conformal devices for precise and continuous thermal characterization of human skin
  publication-title: Nat. Mater.
  doi: 10.1038/nmat3755
– volume: 28
  start-page: 4462
  year: 2016
  ident: ref_28
  article-title: An Epidermal Stimulation and Sensing Platform for Sensorimotor Prosthetic Control, Management of Lower Back Exertion, and Electrical Muscle Activation
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201504155
– volume: 27
  start-page: 4178
  year: 2015
  ident: ref_158
  article-title: Highly Sensitive and Multimodal All-Carbon Skin Sensors Capable of Simultaneously Detecting Tactile and Biological Stimuli
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201501408
– volume: 8
  start-page: 124
  year: 2008
  ident: ref_312
  article-title: Molecular scale buckling mechanics in individual aligned single-wall carbon nanotubes on elastomeric substrates
  publication-title: Nano Lett.
  doi: 10.1021/nl072203s
– volume: 20
  start-page: 4887
  year: 2008
  ident: ref_229
  article-title: Stretchable Electronics: Materials Strategies and Devices
  publication-title: Adv. Mater.
  doi: 10.1002/adma.200801788
– volume: 27
  start-page: 3292
  year: 2015
  ident: ref_197
  article-title: Highly transparent and stretchable field-effect transistor sensors using graphene-nanowire hybrid nanostructures
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201500710
– volume: 59
  start-page: 3422
  year: 2012
  ident: ref_344
  article-title: Conductive polymer foam surface improves the performance of a capacitive EEG electrode
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2012.2215032
– volume: 15
  start-page: 18708
  year: 2021
  ident: ref_75
  article-title: Physical and Chemical Sensors on the Basis of Laser-Induced Graphene: Mechanisms, Applications, and Perspectives
  publication-title: ACS Nano
  doi: 10.1021/acsnano.1c05806
– ident: ref_188
  doi: 10.3390/mi7100180
– volume: 6
  start-page: 296
  year: 2011
  ident: ref_193
  article-title: A stretchable carbon nanotube strain sensor for human-motion detection
  publication-title: Nat. Nanotechnol.
  doi: 10.1038/nnano.2011.36
– volume: 11
  start-page: 6574
  year: 2017
  ident: ref_241
  article-title: Polymer Composite with Carbon Nanofibers Aligned during Thermal Drawing as a Microelectrode for Chronic Neural Interfaces
  publication-title: ACS Nano
  doi: 10.1021/acsnano.6b07550
– volume: 68
  start-page: 2997
  year: 2021
  ident: ref_117
  article-title: Ecg beat representation and delineation by means of variable projection
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2021.3058781
– volume: 5
  start-page: 1
  year: 2014
  ident: ref_207
  article-title: Two-dimensional flexible nanoelectronics
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms6678
– volume: 6
  start-page: e132
  year: 2014
  ident: ref_316
  article-title: A highly stretchable, helical copper nanowire conductor exhibiting a stretchability of 700
  publication-title: NPG Asia Mater.
  doi: 10.1038/am.2014.88
– volume: 5
  start-page: 1
  year: 2014
  ident: ref_202
  article-title: Laser-induced porous graphene films from commercial polymers
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms6714
– volume: 54
  start-page: 718
  year: 2007
  ident: ref_29
  article-title: ECG recording on a bed during sleep without direct skin-contact
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2006.889194
– ident: ref_167
  doi: 10.1109/NANO.2014.6968032
– volume: 21
  start-page: 6
  year: 2019
  ident: ref_21
  article-title: Stretchable bio-potential electrode with self-similar serpentine structure for continuous, long-term, stable ECG recordings
  publication-title: Biomed. Microdev.
  doi: 10.1007/s10544-018-0353-x
– volume: 7
  start-page: 40332
  year: 2017
  ident: ref_243
  article-title: Highly Stable Glassy Carbon Interfaces for Long-Term Neural Stimulation and Low-Noise Recording of Brain Activity
  publication-title: Sci. Rep.
  doi: 10.1038/srep40332
– volume: 5
  start-page: 3326
  year: 2011
  ident: ref_313
  article-title: Stretchable ferroelectric nanoribbons with wavy configurations on elastomeric substrates
  publication-title: ACS Nano
  doi: 10.1021/nn200477q
– volume: 2
  start-page: 39
  year: 2009
  ident: ref_110
  article-title: Management of contact dermatitis due to nickel allergy: An update
  publication-title: Clin. Cosmet. Investig. Dermatol.
– volume: 205
  start-page: 168
  year: 2014
  ident: ref_341
  article-title: Polydimethyl-siloxane film for biomimetic dry adhesive integrated with capacitive biopotentials sensing
  publication-title: Sens. Actuators B Chem.
  doi: 10.1016/j.snb.2014.08.069
– volume: 296
  start-page: 323
  year: 2002
  ident: ref_221
  article-title: Fabrication of a cylindrical display by patterned assembly
  publication-title: Science
  doi: 10.1126/science.1069153
– volume: 67
  start-page: 1900
  year: 2018
  ident: ref_345
  article-title: Effect of Pressure on Skin-Electrode Impedance in Wearable Biomedical Measurement Devices
  publication-title: IEEE Trans. Instrum. Meas.
  doi: 10.1109/TIM.2018.2806950
– volume: 10
  start-page: 182
  year: 2016
  ident: ref_134
  article-title: Development of graphene-based sensors on paper substrate for the measurement of pH value of analyte
  publication-title: Biochip. J.
  doi: 10.1007/s13206-016-0304-7
– volume: 105
  start-page: 18675
  year: 2008
  ident: ref_218
  article-title: Materials and noncoplanar mesh designs for integrated circuits with linear elastic responses to extreme mechanical deformations
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.0807476105
– volume: 33
  start-page: 2003155
  year: 2021
  ident: ref_184
  article-title: Stretchable Electronics Based on PDMS Substrates
  publication-title: Adv. Mater.
  doi: 10.1002/adma.202003155
– volume: 1
  start-page: 1500142
  year: 2015
  ident: ref_161
  article-title: Flexible, Stretchable and Wearable Multifunctional Sensor Array as Artificial Electronic Skin for Static and Dynamic Strain Mapping
  publication-title: Adv. Electron. Mater.
  doi: 10.1002/aelm.201500142
– volume: 7
  start-page: 52
  year: 2012
  ident: ref_95
  article-title: Epidermal differential impedance sensor for conformal skin hydration monitoring
  publication-title: Biointerphases
  doi: 10.1007/s13758-012-0052-8
– volume: 25
  start-page: 2773
  year: 2013
  ident: ref_19
  article-title: Multifunctional Epidermal Electronics Printed Directly Onto the Skin
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201204426
– volume: 3
  start-page: 86
  year: 2014
  ident: ref_231
  article-title: Pen-writing polypyrrole arrays on paper for versatile cheap sensors
  publication-title: ACS Macro Lett.
  doi: 10.1021/mz400523x
– volume: 13
  start-page: 2814
  year: 2013
  ident: ref_196
  article-title: High-performance, transparent, and stretchable electrodes using graphene-metal nanowire hybrid structures
  publication-title: Nano Lett.
  doi: 10.1021/nl401070p
– volume: 4
  start-page: 1700251
  year: 2017
  ident: ref_116
  article-title: Thermal Release Transfer Printing for Stretchable Conformal Bioelectronics
  publication-title: Adv. Sci.
  doi: 10.1002/advs.201700251
– volume: 10
  start-page: 7216
  year: 2016
  ident: ref_180
  article-title: A Wearable Electrochemical Platform for Noninvasive Simultaneous Monitoring of Ca2+ and pH
  publication-title: ACS Nano
  doi: 10.1021/acsnano.6b04005
– volume: 301
  start-page: 111789
  year: 2020
  ident: ref_138
  article-title: Flexible piezoelectric pressure sensor based on polydopamine-modified BaTiO3/PVDF composite film for human motion monitoring
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2019.111789
– volume: 21
  start-page: 2282
  year: 2011
  ident: ref_211
  article-title: A Microfluidic, Reversibly Stretchable, Large-Area Wireless Strain Sensor
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201002508
– volume: 224
  start-page: 36
  year: 2015
  ident: ref_88
  article-title: Self-similar design for stretchable wireless LC strain sensors
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2015.01.004
– volume: 6
  start-page: 87
  year: 2010
  ident: ref_268
  article-title: Inkjet Printed RGB Quantum Dot-Hybrid LED
  publication-title: J. Disp. Technol.
  doi: 10.1109/JDT.2009.2039019
– volume: 59
  start-page: 101875
  year: 2020
  ident: ref_347
  article-title: Cardiac arrhythmia classification using tunable Q-wavelet transform based features and support vector machine classifier
  publication-title: Biomed. Signal Process. Control
  doi: 10.1016/j.bspc.2020.101875
– volume: 3
  start-page: 106
  year: 2010
  ident: ref_25
  article-title: Dry-contact and noncontact biopotential electrodes: Methodological review
  publication-title: IEEE Rev. Biomed. Eng.
  doi: 10.1109/RBME.2010.2084078
– volume: 5
  start-page: 4779
  year: 2014
  ident: ref_96
  article-title: Rugged and breathable forms of stretchable electronics with adherent composite substrates for transcutaneous monitoring
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms5779
– volume: 3
  start-page: 642
  year: 2014
  ident: ref_18
  article-title: Capacitive epidermal electronics for electrically safe, long-term electrophysiological measurements
  publication-title: Adv. Healthc. Mater.
  doi: 10.1002/adhm.201300334
– volume: 186
  start-page: 130
  year: 2012
  ident: ref_40
  article-title: Microneedle-based electrodes with integrated through-silicon via for biopotential recording
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2012.04.037
– volume: 4
  start-page: 1633
  year: 2013
  ident: ref_137
  article-title: High performance piezoelectric devices based on aligned arrays of nanofibers of poly(vinylidenefluoride-co-trifluoroethylene)
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms2639
– volume: 4
  start-page: 4588
  year: 2014
  ident: ref_259
  article-title: Personal electronics printing via tapping mode composite liquid metal ink delivery and adhesion mechanism
  publication-title: Sci. Rep.
  doi: 10.1038/srep04588
– volume: 59
  start-page: 1472
  year: 2012
  ident: ref_41
  article-title: CNT/PDMS composite flexible dry electrodesfor long-term ECG monitoring
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/TBME.2012.2190288
– volume: 18
  start-page: 217
  year: 2018
  ident: ref_124
  article-title: Wearable sensors: Modalities, challenges, and prospects
  publication-title: Lab A Chip
  doi: 10.1039/C7LC00914C
– volume: 92
  start-page: 011904
  year: 2008
  ident: ref_214
  article-title: A multiaxial stretchable interconnect using liquid-alloy-filled elastomeric microchannels
  publication-title: Appl. Phys. Lett.
  doi: 10.1063/1.2829595
– volume: 14
  start-page: 23758
  year: 2014
  ident: ref_302
  article-title: Soft, comfortable polymer dry electrodes for high quality ECG and EEG recording
  publication-title: Sensors
  doi: 10.3390/s141223758
– volume: 8
  start-page: 2978
  year: 2015
  ident: ref_11
  article-title: Nanoparticle monolayer-based flexible strain gauge with ultrafast dynamic response for acoustic vibration detection
  publication-title: Nano Res.
  doi: 10.1007/s12274-015-0803-1
– volume: 5
  start-page: 11627
  year: 2015
  ident: ref_45
  article-title: Wearable silver nanowire dry electrodes for electrophysiological sensing
  publication-title: RSC Adv.
  doi: 10.1039/C4RA15101A
– volume: 500
  start-page: 59
  year: 2013
  ident: ref_63
  article-title: Stretchable nanoparticle conductors with self-organized conductive pathways
  publication-title: Nature
  doi: 10.1038/nature12401
– volume: 6
  start-page: 788
  year: 2011
  ident: ref_114
  article-title: Skin-like pressure and strain sensors based on transparent elastic films of carbon nanotubes
  publication-title: Nat. Nanotechnol.
  doi: 10.1038/nnano.2011.184
– volume: 24
  start-page: 335
  year: 2012
  ident: ref_112
  article-title: Feasibility of capacitive sensing of surface electromyographic potential through cloth
  publication-title: Sens. Mater.
– volume: 8
  start-page: 5154
  year: 2014
  ident: ref_132
  article-title: Highly stretchable and sensitive strain sensor based on silver nanowire-elastomer nanocomposite
  publication-title: ACS Nano
  doi: 10.1021/nn501204t
– volume: 179
  start-page: 62
  year: 2012
  ident: ref_150
  article-title: Flexible microfluidic normal force sensor skin for tactile feedback
  publication-title: Sens. Actuat. A Phys.
  doi: 10.1016/j.sna.2012.03.023
– ident: ref_338
  doi: 10.3390/s17030574
– volume: 14
  start-page: 1107
  year: 2014
  ident: ref_104
  article-title: Iontronic microdroplet array for flexible ultrasensitive tactile sensing
  publication-title: Lab Chip
  doi: 10.1039/c3lc50994j
– ident: ref_277
  doi: 10.1371/journal.pone.0069761
– volume: 31
  start-page: 2010962
  year: 2021
  ident: ref_143
  article-title: Muscle Fibers Inspired High-Performance Piezoelectric Textiles for Wearable Physiological Monitoring
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.202010962
– volume: 12
  start-page: 5042
  year: 2016
  ident: ref_106
  article-title: Flexible Capacitive Tactile Sensor Based on Micropatterned Dielectric Layer
  publication-title: Small
  doi: 10.1002/smll.201600760
– volume: 6
  start-page: 2698
  year: 2013
  ident: ref_77
  article-title: Knitted and screen printed carbon-fiber supercapacitors for applications in wearable electronics
  publication-title: Energy Environ. Sci.
  doi: 10.1039/c3ee40515j
– volume: 211
  start-page: 114298
  year: 2022
  ident: ref_213
  article-title: Progress of flexible strain sensors for physiological signal monitoring
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2022.114298
– volume: 13
  start-page: 3864
  year: 2013
  ident: ref_81
  article-title: Fully printed, high performance carbon nanotube thin-film transistors on flexible substrates
  publication-title: Nano Lett.
  doi: 10.1021/nl401934a
– volume: 21
  start-page: 7274
  year: 2011
  ident: ref_233
  article-title: High stretchable MWNTs/polyurethane conductive nanocomposites
  publication-title: J. Mater. Chem.
  doi: 10.1039/c1jm10255a
– volume: 9
  start-page: 4151
  year: 2017
  ident: ref_131
  article-title: Flexible, cuttable, and self-waterproof bending strain sensors using microcracked gold nanofilms@paper substrate
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.6b12991
– volume: 7
  start-page: 1655
  year: 2007
  ident: ref_315
  article-title: Biaxially stretchable ‘wavy’ silicon nanomembranes
  publication-title: Nano Lett.
  doi: 10.1021/nl0706244
– volume: 27
  start-page: 6055
  year: 2015
  ident: ref_105
  article-title: Flexible Transparent Iontronic Film for Interfacial Capacitive Pressure Sensing
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201502556
– volume: 26
  start-page: 7608
  year: 2014
  ident: ref_159
  article-title: Ionic skin
  publication-title: Adv. Mater.
  doi: 10.1002/adma.201403441
– volume: 44
  start-page: 248
  year: 2018
  ident: ref_144
  article-title: Core-shell nanofiber mats for tactile pressure sensor and nanogenerator applications
  publication-title: Nano Energy
  doi: 10.1016/j.nanoen.2017.12.004
– volume: 344
  start-page: 70
  year: 2014
  ident: ref_318
  article-title: Soft microfluidic assemblies of sensors, circuits, and radios for the skin
  publication-title: Science
  doi: 10.1126/science.1250169
– volume: 91
  start-page: 46
  year: 2016
  ident: ref_321
  article-title: A finite deformation model of planar serpentine interconnects for stretchable electronics
  publication-title: Int. J. Solids Struct.
  doi: 10.1016/j.ijsolstr.2016.04.030
– ident: ref_235
  doi: 10.3390/polym13122003
– volume: 7
  start-page: 2100178
  year: 2021
  ident: ref_250
  article-title: 3D Printable and Biocompatible Iongels for Body Sensor Applications
  publication-title: Adv. Electron. Mater.
  doi: 10.1002/aelm.202100178
– volume: 8
  start-page: 1627
  year: 2015
  ident: ref_10
  article-title: Ultra-sensitive graphene strain sensor for sound signal acquisition and recognition
  publication-title: Nano Res.
  doi: 10.1007/s12274-014-0652-3
– volume: 27
  start-page: 1702589
  year: 2017
  ident: ref_91
  article-title: Experimental and Theoretical Studies of Serpentine Interconnects on Ultrathin Elastomers for Stretchable Electronics
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.201702589
– volume: 2
  start-page: 1500169
  year: 2015
  ident: ref_52
  article-title: Recent Progress in Electronic Skin
  publication-title: Adv. Sci.
  doi: 10.1002/advs.201500169
– volume: 113
  start-page: 6131
  year: 2016
  ident: ref_308
  article-title: Soft, thin skin-mounted power management systems and their use in wireless thermography
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.1605720113
– volume: 3
  start-page: 490
  year: 2014
  ident: ref_49
  article-title: Conducting Polymer Electrodes for Electroencephalograph
  publication-title: Adv. Healthc. Mater.
  doi: 10.1002/adhm.201300311
– volume: 2
  start-page: 1230
  year: 2008
  ident: ref_242
  article-title: Elastic properties and morphology of individual carbon nanofibers
  publication-title: ACS Nano
  doi: 10.1021/nn7004427
– volume: 5
  start-page: 4923
  year: 2017
  ident: ref_283
  article-title: Direct laser write process for 3D conductive carbon circuits in polyimide
  publication-title: J. Mater. Chem. C
  doi: 10.1039/C7TC01111C
– ident: ref_156
  doi: 10.1016/j.nanoms.2021.11.002
– volume: 6
  start-page: 2345
  year: 2014
  ident: ref_149
  article-title: Wearable multifunctional sensors using printed stretchable conductors made of silver nanowires
  publication-title: Nanoscale
  doi: 10.1039/c3nr05496a
– volume: 529
  start-page: 509
  year: 2016
  ident: ref_16
  article-title: Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis
  publication-title: Nature
  doi: 10.1038/nature16521
– volume: 10
  start-page: 036006
  year: 2013
  ident: ref_111
  article-title: A capacitive, biocompatible and adhesive electrode for long-term and cap-free monitoring of EEG signals
  publication-title: J. Neural Eng.
  doi: 10.1088/1741-2560/10/3/036006
– volume: 4
  start-page: 1700427
  year: 2018
  ident: ref_163
  article-title: Flexible, Transparent, Sensitive, and Crosstalk-Free Capacitive Tactile Sensor Array Based on Graphene Electrodes and Air Dielectric
  publication-title: Adv. Electron. Mater.
  doi: 10.1002/aelm.201700427
– volume: 5
  start-page: 1
  year: 2015
  ident: ref_219
  article-title: Breathable and Stretchable Temperature Sensors Inspired by Skin
  publication-title: Sci. Rep.
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Snippet Over the past several years, wearable electrophysiological sensors with stretchability have received significant research attention because of their capability...
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StartPage 630
SubjectTerms Biosensors
capacitive sensors
Carbon
Design
Electrocardiography
Electrode materials
Electrodes
electrophysiological sensors
Fabrication
flexible electrodes
Health aspects
health monitoring
Health risks
Human body
Human motion
Innovations
Leakage current
long-term health monitoring
Methods
Physiology
Piezoelectricity
Review
Sensors
Short circuits
Signal transduction
Skin
Sterilization
Stretchability
Tissues
wearable sensors
Wearable technology
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Title Recent Advances in Stretchable and Wearable Capacitive Electrophysiological Sensors for Long-Term Health Monitoring
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Volume 12
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