Recent progress in Arduino- and smartphone-based sensors for biochemical and environmental analysis

Recent SARS-CoV-2 pandemic and environmental disasters have emphasized the importance of rapid and efficient sensing platforms. Scientists have focused on developing portable sensing platforms to avoid using bulky and high-cost analytical equipment. Smartphones are the most accessible gadgets with i...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:TrAC, Trends in analytical chemistry (Regular ed.) Ročník 183; s. 118103
Hlavní autoři: Sharipov, Mirkomil, Uzokboev, Shakhzodjon, Nghia, Nguyen Ngoc, Azizov, Shavkatjon, Ryu, WonHyoung, Tawfik, Salah M., Lee, Yong-Ill
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.02.2025
Témata:
ISSN:0165-9936
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract Recent SARS-CoV-2 pandemic and environmental disasters have emphasized the importance of rapid and efficient sensing platforms. Scientists have focused on developing portable sensing platforms to avoid using bulky and high-cost analytical equipment. Smartphones are the most accessible gadgets with integrated sensors to perform analytical analysis. However, the constant advances and competition in smartphones result in upgrades to smartphones, including their sensors, every year. Moreover, differences in smartphones’ sensor and image processing algorithms that vary from model to model complicate the standardization of readers. Arduino microcontroller-based readers have been investigated as an alternative to the smartphone data reader. Although Arduino-based sensors are not as portable as smartphones and cannot perform other tasks than they are developed and programmed for, they are usually built from a limited number of components, thus simplifying their standardization. In this review, we outline the different approaches used to develop smartphone-based analytical sensors and the development of Arduino-based sensors. These approaches will mainly focus on developing novel sensing platforms, the choice of smartphone sensors, and data processing methods. We also discuss the application of smartphone- and Arduino-based sensors for biochemical and environmental monitoring. [Display omitted] •Providing an overview of current developments and applications of smartphones and Arduino in analytical chemistry.•The advantages and limitations of various smartphone and Arduino-based sensors have been discussed.•Combining smartphone and Arduino-based sensors addresses each other's limitations.•Integrating AI and neural engines enhances future diagnostics.
AbstractList Recent SARS-CoV-2 pandemic and environmental disasters have emphasized the importance of rapid and efficient sensing platforms. Scientists have focused on developing portable sensing platforms to avoid using bulky and high-cost analytical equipment. Smartphones are the most accessible gadgets with integrated sensors to perform analytical analysis. However, the constant advances and competition in smartphones result in upgrades to smartphones, including their sensors, every year. Moreover, differences in smartphones’ sensor and image processing algorithms that vary from model to model complicate the standardization of readers. Arduino microcontroller-based readers have been investigated as an alternative to the smartphone data reader. Although Arduino-based sensors are not as portable as smartphones and cannot perform other tasks than they are developed and programmed for, they are usually built from a limited number of components, thus simplifying their standardization. In this review, we outline the different approaches used to develop smartphone-based analytical sensors and the development of Arduino-based sensors. These approaches will mainly focus on developing novel sensing platforms, the choice of smartphone sensors, and data processing methods. We also discuss the application of smartphone- and Arduino-based sensors for biochemical and environmental monitoring. [Display omitted] •Providing an overview of current developments and applications of smartphones and Arduino in analytical chemistry.•The advantages and limitations of various smartphone and Arduino-based sensors have been discussed.•Combining smartphone and Arduino-based sensors addresses each other's limitations.•Integrating AI and neural engines enhances future diagnostics.
ArticleNumber 118103
Author Tawfik, Salah M.
Sharipov, Mirkomil
Ryu, WonHyoung
Azizov, Shavkatjon
Uzokboev, Shakhzodjon
Nghia, Nguyen Ngoc
Lee, Yong-Ill
Author_xml – sequence: 1
  givenname: Mirkomil
  surname: Sharipov
  fullname: Sharipov, Mirkomil
  organization: Anastro Laboratory, Institute of Basic Science, Changwon National University, Changwon, 51140, Republic of Korea
– sequence: 2
  givenname: Shakhzodjon
  surname: Uzokboev
  fullname: Uzokboev, Shakhzodjon
  organization: Department of Pharmaceutical Sciences, Pharmaceutical Technical University, Tashkent, 100084, Republic of Uzbekistan
– sequence: 3
  givenname: Nguyen Ngoc
  surname: Nghia
  fullname: Nghia, Nguyen Ngoc
  organization: Institute of Applied Materials Science, Vietnam Academy of Science and Technology, Viet Nam
– sequence: 4
  givenname: Shavkatjon
  surname: Azizov
  fullname: Azizov, Shavkatjon
  organization: Department of Pharmaceutical Sciences, Pharmaceutical Technical University, Tashkent, 100084, Republic of Uzbekistan
– sequence: 5
  givenname: WonHyoung
  surname: Ryu
  fullname: Ryu, WonHyoung
  organization: School of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
– sequence: 6
  givenname: Salah M.
  surname: Tawfik
  fullname: Tawfik, Salah M.
  organization: Department of Petrochemicals, Egyptian Petroleum Research Institute, Cairo, 11727, Egypt
– sequence: 7
  givenname: Yong-Ill
  orcidid: 0000-0001-5383-9801
  surname: Lee
  fullname: Lee, Yong-Ill
  email: yilee@changwon.ac.kr
  organization: Anastro Laboratory, Institute of Basic Science, Changwon National University, Changwon, 51140, Republic of Korea
BookMark eNp9kMtqwzAQRbVIoUnaH-hKP2B35Fct6CaEviBQKO1ayONxo-BIQVID-fsqSVddZDVw55553BmbWGeJsTsBuQDR3G_y6DXmBRRVLkQroJywaWrUmZRlc81mIWwAoAGQU4YfhGQj33n37SkEbixf-P7HWJdxbXsettrH3TqtyDodKAlkg_OBD87zzjhc09agHk9msnvjnd2miSdFj4dgwg27GvQY6PavztnX89Pn8jVbvb-8LRerDEuAmNFD23VF3Tc4UNk1oiBJusaahNDY9tBUJckKoUMtJUhdD5iARraSKlHIvpyz4jwXvQvB06B23qTzD0qAOkajNuoYjTpGo87RJKj9B6GJOhpnk9WMl9HHM0rpqb0hrwIaski98YRR9c5cwn8BOHCGIQ
CitedBy_id crossref_primary_10_1016_j_tifs_2025_105319
crossref_primary_10_3390_chemosensors13070221
crossref_primary_10_1080_05704928_2025_2483997
crossref_primary_10_1021_acs_jchemed_5c00706
Cites_doi 10.1038/s41586-021-03715-9
10.1016/j.bios.2024.116569
10.1126/scitranslmed.aaf2593
10.1038/s41598-017-01134-3
10.1021/acssuschemeng.1c00238
10.1016/j.snb.2018.04.108
10.1038/srep44778
10.1016/j.sna.2022.113586
10.1002/advs.201801467
10.1016/j.jiec.2019.09.025
10.1016/j.jiec.2019.04.037
10.1007/s00216-020-02440-y
10.1016/j.cej.2021.132462
10.1016/j.snb.2023.133857
10.1002/nano.202000081
10.1039/C8AN01269E
10.1016/j.snb.2019.126743
10.3390/chemosensors11090468
10.1016/j.snb.2023.133885
10.3390/mi13101585
10.1016/S0140-6736(20)30183-5
10.1126/sciadv.abe3703
10.1016/j.jes.2023.12.022
10.1016/j.aca.2021.339161
10.1016/j.snb.2020.128622
10.1002/elan.201900623
10.1080/05704928.2018.1481864
10.1021/acssensors.6b00520
10.1016/j.trac.2019.06.019
10.1039/D0CS00348D
10.1016/j.bios.2024.116369
10.1016/j.snb.2024.136254
10.1007/s11042-015-2745-8
10.1016/j.bios.2016.09.007
10.1039/C4TA04903A
10.1016/j.snb.2020.127718
10.1039/C6AY01575A
10.1016/j.snb.2023.133840
10.1016/j.snb.2019.126723
10.3390/s17112495
10.1016/j.microc.2020.105151
10.1016/j.trac.2018.11.014
10.1016/j.snb.2023.135068
10.1021/acssensors.9b00555
10.1016/j.bios.2018.09.055
10.1016/j.bios.2015.03.004
10.1039/C7AN01008G
10.1002/anie.202012171
10.1016/j.bios.2020.112211
10.1016/j.aca.2019.08.056
10.1016/j.bios.2016.09.021
10.1016/j.bios.2020.112788
10.1016/j.bios.2023.115744
10.1186/s40580-024-00420-x
10.1021/jacs.1c06673
10.1021/acssensors.0c00219
10.1038/srep32160
10.1016/j.bios.2014.11.017
10.1039/D3LC00238A
10.1007/s00216-016-9837-9
10.1016/j.bios.2014.08.048
10.1016/j.talanta.2024.126275
10.1039/C8CC00428E
10.1016/j.snb.2014.12.017
10.3389/fbioe.2022.917573
10.1016/j.snb.2018.03.110
10.1021/acs.analchem.6b04345
10.1016/j.snb.2017.02.095
10.1016/j.snb.2017.02.149
10.1139/er-2015-0069
10.1016/j.snb.2020.128825
10.1021/acs.analchem.8b00837
10.1016/j.bios.2021.113572
10.1021/acs.analchem.8b03337
10.1016/j.microc.2023.109574
10.1016/j.foodchem.2024.138656
10.1016/j.jhazmat.2024.135887
10.1016/j.ccr.2022.214442
10.1021/acs.analchem.7b02531
10.1016/j.matpr.2021.05.315
10.1016/j.measurement.2018.12.014
10.1016/j.bios.2023.115387
10.1021/jacs.8b11907
10.1021/acs.analchem.6b03424
10.1021/acs.analchem.6b00150
10.1016/j.foodchem.2024.138805
10.1016/j.snb.2024.135793
10.1016/j.foodchem.2024.139973
10.1109/TIM.2021.3071215
10.1039/C5LC01524C
10.1016/j.cej.2022.137636
10.1016/j.cell.2020.12.001
10.1016/j.jcis.2024.05.195
10.1021/ac800112r
10.1021/acsnano.7b02466
10.1016/j.marpolbul.2021.112175
10.1039/C4RA08182J
10.1016/j.trac.2015.10.019
10.1039/C7AN01988B
10.1016/j.jhazmat.2023.132561
10.1016/j.bios.2020.112450
10.1016/j.foodchem.2022.135017
10.1016/j.snb.2019.126811
10.1021/acsami.7b18121
10.1016/j.anai.2011.02.016
10.1039/C6LC00083E
10.1016/j.talanta.2015.05.028
10.1145/3517256
10.1021/acssensors.7b00396
10.1016/j.microc.2024.110169
10.1021/acscentsci.9b00372
10.1080/10408363.2020.1781779
10.1016/j.foodchem.2024.139326
10.1016/j.bios.2016.09.084
10.3390/app11010392
10.1016/j.sna.2021.112831
10.1038/s41528-024-00321-3
ContentType Journal Article
Copyright 2024 Elsevier B.V.
Copyright_xml – notice: 2024 Elsevier B.V.
DBID AAYXX
CITATION
DOI 10.1016/j.trac.2024.118103
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Chemistry
ExternalDocumentID 10_1016_j_trac_2024_118103
S0165993624005867
GroupedDBID ---
--K
--M
-~X
.~1
0R~
123
1B1
1RT
1~.
1~5
29Q
4.4
457
4G.
53G
5VS
7-5
71M
8P~
9JN
AAEDT
AAEDW
AAHBH
AAIKC
AAIKJ
AAKOC
AALRI
AAMNW
AAOAW
AAQFI
AARLI
AATTM
AAXKI
AAXUO
AAYWO
ABFNM
ABJNI
ABMAC
ABXDB
ACDAQ
ACGFS
ACNNM
ACRLP
ADBBV
ADECG
ADEZE
AEBSH
AEIPS
AEKER
AFJKZ
AFTJW
AFZHZ
AGCQF
AGHFR
AGUBO
AGYEJ
AHHHB
AIEXJ
AIIUN
AIKHN
AITUG
AJQLL
AJSZI
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
APXCP
ASPBG
AVWKF
AXJTR
AZFZN
BKOJK
BLXMC
CS3
EBS
EFJIC
EFKBS
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FIRID
FLBIZ
FNPLU
FYGXN
G-Q
GBLVA
HMU
HVGLF
HZ~
IHE
J1W
KOM
M36
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
R2-
RNS
ROL
RPZ
SCB
SCH
SDF
SDG
SDP
SES
SEW
SPC
SPCBC
SSK
SSZ
T5K
WH7
WUQ
YK3
~02
~G-
~S-
9DU
AAYXX
ACLOT
CITATION
EFLBG
~HD
ID FETCH-LOGICAL-c300t-e78bb25d6cfe3b612e9ea5c5e11ac8d0643e94c0bca9909a5fc8bb6989e4129d3
ISICitedReferencesCount 5
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001390576000001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0165-9936
IngestDate Sat Nov 29 06:55:30 EST 2025
Tue Nov 18 22:23:09 EST 2025
Sat Aug 23 17:12:24 EDT 2025
IsPeerReviewed true
IsScholarly true
Keywords Environmental sensor
Healthcare sensor
Arduino microcontroller
POCT
Smartphone
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c300t-e78bb25d6cfe3b612e9ea5c5e11ac8d0643e94c0bca9909a5fc8bb6989e4129d3
ORCID 0000-0001-5383-9801
ParticipantIDs crossref_primary_10_1016_j_trac_2024_118103
crossref_citationtrail_10_1016_j_trac_2024_118103
elsevier_sciencedirect_doi_10_1016_j_trac_2024_118103
PublicationCentury 2000
PublicationDate February 2025
2025-02-00
PublicationDateYYYYMMDD 2025-02-01
PublicationDate_xml – month: 02
  year: 2025
  text: February 2025
PublicationDecade 2020
PublicationTitle TrAC, Trends in analytical chemistry (Regular ed.)
PublicationYear 2025
Publisher Elsevier B.V
Publisher_xml – name: Elsevier B.V
References Rink, Duerkop, Baeumner (bib54) 2023; 3
Ebrahim, Nguyen, Shyshkanov, Gładysiak, Favre, Zacharia, Itskos, Dyson, Stylianou (bib99) 2019; 141
Martinez, Phillips, Carrilho, Thomas, Sindi, Whitesides (bib16) 2008; 80
Ren, Zhang, Meng, Ling, Qin, Wu (bib96) 2021; 9
Azizov, Sharipov, Lim, Tawfik, Kattaev, Lee (bib4) 2021; e4611
Tawfik, Sharipov, Kakhkhorov, Elmasry, Lee (bib45) 2019; 6
Hussain, Ahamad, Nath (bib124) 2017; 89
Nie, Li, Gao, Yuan, Dong, Tang, Song, Bu, Zhou (bib129) 2024; 148
Cui, Paolucci, Sojic, Xu (bib72) 2016; 408
Xiao, Huang, Xu, Yan, Bian, Fu, Xie, Wang, Tang (bib20) 2018; 266
Steinberg, Kassal, Kereković, Steinberg (bib120) 2015; 143
Wang, Sun, Yue, Kang, Li, Shen (bib49) 2018; 143
Ravula, Mandal (bib95) 2024; 196
Mohammed, Karthik, Robita Chanu (bib97) 2022; 50
Dutta (bib26) 2019; 110
Koh, Kang, Xue, Lee, Pielak Rafal, Kim, Hwang, Min, Banks, Bastien, Manco Megan, Wang, Ammann Kaitlyn, Jang, Won, Han, Ghaffari, Paik, Slepian Marvin, Balooch, Huang, Rogers John (bib29) 2016; 8
World Health (bib3) 2021
Kwon, Jang, Bilby, Milián-Medina, Gierschner, Lee, Kim (bib53) 2014; 4
Huy, Nghia, Lee (bib15) 2020; 158
Hananya, Shabat (bib58) 2019; 5
Yang, Huang, Fan, Du, Pu, Peng (bib52) 2020; 49
Xiao, Liu, Xu, Jiang, Yang, Yi (bib43) 2020; 5
Park, Heo, Jeong, Yoo, Park, Kim (bib130) 2018; 10
Li, Wang, Nie, Wang, Ma (bib83) 2022; 448
Sharipov, Kakhkhorov, Tawfik, Azizov, Liu, Shin, Lee (bib6) 2024; 11
Chan, Raghunath, Michaelsen, Gollakota (bib19) 2022; 6
Zhao, Yang, Fu, Ouyang, Wen, Song, Zhu, Lin, Du (bib86) 2018; 90
Xu, Cheng, Yuan, Liu, Zhu, Li, Lu, Chen, Liu, Cui, Liu, Men, Liu (bib63) 2019; 297
Dominguez, Orozco, Chávez, Márquez-Lucero (bib112) 2017; 17
Roda, Michelini, Zangheri, Di Fusco, Calabria, Simoni (bib18) 2016; 79
Shi, Dai, Deng, Wu, Liu, An, Liang, Zhang, Lu, Liu (bib70) 2023; 23
Zangheri, Cevenini, Anfossi, Baggiani, Simoni, Di Nardo, Roda (bib117) 2015; 64
Rink, Duerkop, Jacobi von Wangelin, Seidel, Baeumner (bib55) 2021; 1188
Liu, Jiang, Nie, Guo, Ma (bib123) 2020; 412
Seo, Tabei, Park, Askarian, Kim, Moallem, Chong, Kwon (bib60) 2019; 77
Nghia, The Huy, Lee (bib17) 2020; 81
Santonocito, Tuccitto, Pappalardo, Trusso Sfrazzetto (bib44) 2022
Concepcion, Duarte, Gemel Palconit, Jahara Baun, Bandala, Rhay Vicerra, Dadios (bib24) 2024; 11
Wang, Dong, Sui, Shao, Li, Zhang, Xu, Zhang (bib40) 2024; 8
Zhu, Wu, Cong, Cuan, Zhou (bib50) 2024; 411
McCracken, Yoon (bib25) 2016; 8
Xu, Li, Mao, Wang, Fan, Lu, Liu, Zhou (bib74) 2024; 262
Ma, Wu, Zhou, Wei, Zhang, Chen, Zhu, Lin, Zhu (bib84) 2021; 60
Zhang, Luan, Fang, Song, Shang, Lu, Du (bib30) 2024; 401
Cai, Gao, Zuo, Zhao, Lan (bib89) 2020; 32
Yang, Peretz-Soroka, Liu, Lin (bib93) 2016; 16
Bui, Thangavel, Sharipov, Chen, Shin (bib8) 2023; 11
Sang, Zhan, Cao (bib125) 2015; 3
Tawfik, Elmasry, Sharipov, Azizov, Lee, Lee (bib101) 2020; 160
Hatiboruah, Biswas, Sarma, Nath (bib87) 2022; 341
Grossi (bib90) 2019; 135
Gove (bib14) 2014
Priye, Bird, Light, Ball, Negrete, Meagher (bib114) 2017; 7
Wang, Chang, Sun, Li (bib34) 2017; 87
Sahare, Singh, Sahoo, Joshi (bib46) 2024; 21
Teengam, Siangproh, Tontisirin, Jiraseree-amornkun, Chuaypen, Tangkijvanich, Henry, Ngamrojanavanich, Chailapakul (bib92) 2021; 326
Li, Xu, Li, Li (bib39) 2024; 174
Vashist, Marion Schneider, Zengerle, von Stetten, Luong (bib116) 2015; 66
Ghohestani, Tashkhourian, Hemmateenejad (bib51) 2024; 456
Bhaiyya, Pattnaik, Goel (bib76) 2021; 331
Yao, Li, Wang, Liu, Zhang (bib121) 2017; 142
Zhang, Jin, Jiang, Chen (bib82) 2019; 141
Shahrajabian, Hormozi-Nezhad (bib56) 2016; 6
Li, Liu, Chen, Lu, Low, Zhu, Cheng, He, Chen, Su, Liu (bib122) 2019; 297
Guo (bib68) 2017; 89
Chen, Yao, Chen, Shen, Tang, Lee (bib11) 2021; 172
Jing, Qiang, Jia, Shi, Meng, Yu, Ma, Zhao, Dai (bib35) 2023; 389
Alawsi, Mattia, Al-Bawi, Beraldi (bib33) 2021; 32
Sharipov, Ju, Azizov, Turaev, Lee (bib5) 2024; 461
Faham, Golmohammadi, Ghavami, Khayatian (bib41) 2019; 1087
Dong, Lu, Xu, Chen, Yang, Chen, Feng (bib78) 2021; 596
Zhang, Ma, Meng, Zheng, Yin, Wang, Shi, Zhang, Su (bib65) 2024; 418
Rezazadeh, Seidi, Lid, Pedersen-Bjergaard, Yamini (bib13) 2019; 118
Khesina, Karnaeva, Pytskii, Buryak (bib2) 2021; 166
Shen, Wei, Zhu, Cao, Han (bib42) 2022; 458
Zhang, Chen, Shi, Li, An, Li, Shan, Lu, Liu (bib71) 2021; 193
Luan, Zhang, Song, Zhou, Ma, Lu, Du (bib28) 2024; 277
Gnaim, Green, Shabat (bib57) 2018; 54
Zhang, Jiang, Chen, Zhang, Lu, Yao, Li, Logan Liu, Liu (bib103) 2015; 70
(bib9) May 13, 2024
Kaisti, Boeva, Koskinen, Nieminen, Bobacka, Levon (bib64) 2016; 1
Kassal, Zubak, Scheipl, Mohr, Steinberg, Murković Steinberg (bib91) 2017; 246
Liu, He, Lu, Sun, Wu, Wang, Jiang, Zou, Rao, Wang (bib77) 2022; 429
Guo (bib67) 2016; 88
Fozouni, Son, Díaz de León Derby, Knott, Gray, D'Ambrosio, Zhao, Switz, Kumar, Stephens, Boehm, Tsou, Shu, Bhuiya, Armstrong, Harris, Chen, Osterloh, Meyer-Franke, Joehnk, Walcott, Sil, Langelier, Pollard, Crawford, Puschnik, Phelps, Kistler, DeRisi, Doudna, Fletcher, Ott (bib107) 2021; 184
Popov (bib110) 2011; 106
Bhaiyya, Pattnaik, Goel (bib75) 2021; 70
Liu, Zhang, Li, Liu, Jiang, Liu, Sojic (bib79) 2021; 143
Thuy, Sharipov, Lee, Huy, Lee (bib7) 2020; 1
Wu, Qin, Luo, Hu, Xu, Deng (bib85) 2023; 389
He, Tang, Jiang, Chen (bib80) 2016; 88
Barandun, Soprani, Naficy, Grell, Kasimatis, Chiu, Ponzoni, Güder (bib132) 2019; 4
Li, Zhang, Liu, Cheng, Zhu, Li, Lu, Low, Su, Liu (bib133) 2019; 129
Arya, Dias, Jelinek, Hadjileontiadis, Pappa (bib38) 2023; 235
Jing, Yang, Shi, Xu, Xing, Dai, Liu (bib37) 2024; 450
Greenawald, Boss, Snyder, Reeder, Bell (bib131) 2017; 2
Lu, Gong, Shen, Chen, Zhu, Liu, Wu, Sun, Su, Wang, Wang, Ye, Liu, Rao (bib73) 2024; 444
Lang, Li, Javed, Zhao, Cao, Ye (bib31) 2024; 198
Gao, Luo, Liu, Zhao, Cui (bib104) 2021; 3
Shin Low, Pan, Ji, Li, Lu, He, Chen, Liu (bib69) 2020; 308
Pazzi, Pistoia, Alberti (bib23) 2022; 13
Fu, Wu, Xu, Li, Yao, Xu, Sheng, Yu, Tang (bib118) 2016; 16
Heo, Manivannan, Kim, Kim, Min, Son (bib98) 2019; 297
Fatoni, Aziz, Anggraeni (bib111) 2020; 28
Krorakai, Klangphukhiew, Kulchat, Patramanon (bib62) 2021; 11
Wang, Jin, Sojic, Jiang, Chen (bib81) 2020; 59
Huang, Wang, Li, Ren, Zhao, Hu, Zhang, Fan, Xu, Gu, Cheng, Yu, Xia, Wei, Wu, Xie, Yin, Li, Liu, Xiao, Gao, Guo, Xie, Wang, Jiang, Gao, Jin, Wang, Cao (bib1) 2020; 395
Álvarez-Diduk, Orozco, Merkoçi (bib126) 2017; 7
Soni, Surana, Jha (bib106) 2018; 269
Xu, Zhang, Lu, Liu, Ji, Li, Liu (bib113) 2017; 246
Park, Han, Chun, Yoon (bib119) 2017; 93
Liu, Zhang, Zhang, Chen, Xu, Lu, Liu (bib102) 2017; 93
Santra, Mandal, Santra, Ghorai (bib94) 2018; 90
Huang, Xu, Chen, Liu, Li, Song, Ma, Guo (bib22) 2018; 143
Liu, Sun, Sun, Zha, Wang, Wang (bib66) 2024; 671
Rajendran, Bakthavathsalam, Bergquist, Sunna (bib12) 2021; 58
Sharipov, Azizov, Kakhkhorov, Yunuskhodjaev, Lee (bib105) 2019; 54
Singh, Singh, Mahajan, Kaur, Singh (bib21) 2020; 322
Wu, Khan, Huang, Liu, Kang, Zhao, Cao, Ye (bib36) 2024; 480
Cui, Tang, Huang, Ye, Chen, Huang, Hou, Wang, Ramadan, Li, Xu, Xu, Li (bib32) 2024; 259
Wang, Gartia, Jiang, Chang, Qian, Liu, Liu, Liu (bib61) 2015; 209
Li, Zhang, Yu, Dai, Wei (bib127) 2019; 91
Parra, Sendra, Jiménez, Lloret (bib88) 2016; 75
Li, Javed, Li, Zhang, Lang, Zhao, Liu, Cao, Ye (bib27) 2023; 406
Van Ngoc, Quyen, Vinayaka, Bang, Wolff (bib100) 2022; 10
Soares, Fernandes, Rocha (bib10) 2023; 168
Sanderson, Fricker, Brown, Majury, Liss (bib128) 2016; 24
Wang, Wu, Hao, Chen, Zhu, Cui, Wang (bib59) 2023; 388
Yin, Wang, Li, Pan, Zhu, Yu, Zhao, Liu (bib48) 2023; 242
Ardalan, Hosseinifard, Vosough, Golmohammadi (bib115) 2020; 168
You, Lin, Gong, Wang, Li, Ji, Zhao, Ling, Wen, Huang, Gao, Ma, Wang, Ma, Li, Xu (bib109) 2017; 11
Cao, Ren, Ling, Ye, Wu, Zhao, Gu, Wu, Zhang, Wei, Ye, Wu (bib47) 2024; 446
Ning, Yu, Zhang, Huang, Tian, Lin, Niu, Golden, Hensley, Threeton, Lyon Christopher, Yin, Roy Chad, Saba Nakhle, Rappaport, Wei, Hu Tony (bib108) 2021; 7
Wu (10.1016/j.trac.2024.118103_bib85) 2023; 389
Nie (10.1016/j.trac.2024.118103_bib129) 2024; 148
Sharipov (10.1016/j.trac.2024.118103_bib5) 2024; 461
Roda (10.1016/j.trac.2024.118103_bib18) 2016; 79
Alawsi (10.1016/j.trac.2024.118103_bib33) 2021; 32
Xu (10.1016/j.trac.2024.118103_bib74) 2024; 262
Cui (10.1016/j.trac.2024.118103_bib72) 2016; 408
Wang (10.1016/j.trac.2024.118103_bib61) 2015; 209
Thuy (10.1016/j.trac.2024.118103_bib7) 2020; 1
Wang (10.1016/j.trac.2024.118103_bib49) 2018; 143
Ning (10.1016/j.trac.2024.118103_bib108) 2021; 7
Dominguez (10.1016/j.trac.2024.118103_bib112) 2017; 17
Hatiboruah (10.1016/j.trac.2024.118103_bib87) 2022; 341
Tawfik (10.1016/j.trac.2024.118103_bib101) 2020; 160
Kaisti (10.1016/j.trac.2024.118103_bib64) 2016; 1
Zhang (10.1016/j.trac.2024.118103_bib65) 2024; 418
Guo (10.1016/j.trac.2024.118103_bib67) 2016; 88
Gao (10.1016/j.trac.2024.118103_bib104) 2021; 3
Gove (10.1016/j.trac.2024.118103_bib14) 2014
Sharipov (10.1016/j.trac.2024.118103_bib6) 2024; 11
Shahrajabian (10.1016/j.trac.2024.118103_bib56) 2016; 6
Rink (10.1016/j.trac.2024.118103_bib55) 2021; 1188
Azizov (10.1016/j.trac.2024.118103_bib4) 2021; e4611
Liu (10.1016/j.trac.2024.118103_bib102) 2017; 93
Fozouni (10.1016/j.trac.2024.118103_bib107) 2021; 184
Zhao (10.1016/j.trac.2024.118103_bib86) 2018; 90
Dutta (10.1016/j.trac.2024.118103_bib26) 2019; 110
Wang (10.1016/j.trac.2024.118103_bib40) 2024; 8
Xu (10.1016/j.trac.2024.118103_bib63) 2019; 297
Sharipov (10.1016/j.trac.2024.118103_bib105) 2019; 54
Heo (10.1016/j.trac.2024.118103_bib98) 2019; 297
Zhang (10.1016/j.trac.2024.118103_bib103) 2015; 70
Teengam (10.1016/j.trac.2024.118103_bib92) 2021; 326
Faham (10.1016/j.trac.2024.118103_bib41) 2019; 1087
Fatoni (10.1016/j.trac.2024.118103_bib111) 2020; 28
Singh (10.1016/j.trac.2024.118103_bib21) 2020; 322
Soni (10.1016/j.trac.2024.118103_bib106) 2018; 269
Kassal (10.1016/j.trac.2024.118103_bib91) 2017; 246
Ren (10.1016/j.trac.2024.118103_bib96) 2021; 9
Wang (10.1016/j.trac.2024.118103_bib59) 2023; 388
Rajendran (10.1016/j.trac.2024.118103_bib12) 2021; 58
Liu (10.1016/j.trac.2024.118103_bib66) 2024; 671
Khesina (10.1016/j.trac.2024.118103_bib2) 2021; 166
Huang (10.1016/j.trac.2024.118103_bib22) 2018; 143
Xu (10.1016/j.trac.2024.118103_bib113) 2017; 246
Yao (10.1016/j.trac.2024.118103_bib121) 2017; 142
Rezazadeh (10.1016/j.trac.2024.118103_bib13) 2019; 118
Jing (10.1016/j.trac.2024.118103_bib37) 2024; 450
Cao (10.1016/j.trac.2024.118103_bib47) 2024; 446
Yang (10.1016/j.trac.2024.118103_bib93) 2016; 16
Chen (10.1016/j.trac.2024.118103_bib11) 2021; 172
Gnaim (10.1016/j.trac.2024.118103_bib57) 2018; 54
Álvarez-Diduk (10.1016/j.trac.2024.118103_bib126) 2017; 7
Bhaiyya (10.1016/j.trac.2024.118103_bib76) 2021; 331
Zhu (10.1016/j.trac.2024.118103_bib50) 2024; 411
Xiao (10.1016/j.trac.2024.118103_bib20) 2018; 266
Xiao (10.1016/j.trac.2024.118103_bib43) 2020; 5
Pazzi (10.1016/j.trac.2024.118103_bib23) 2022; 13
Liu (10.1016/j.trac.2024.118103_bib79) 2021; 143
Van Ngoc (10.1016/j.trac.2024.118103_bib100) 2022; 10
Kwon (10.1016/j.trac.2024.118103_bib53) 2014; 4
Dong (10.1016/j.trac.2024.118103_bib78) 2021; 596
Wang (10.1016/j.trac.2024.118103_bib81) 2020; 59
Huy (10.1016/j.trac.2024.118103_bib15) 2020; 158
Wu (10.1016/j.trac.2024.118103_bib36) 2024; 480
Bui (10.1016/j.trac.2024.118103_bib8) 2023; 11
Sahare (10.1016/j.trac.2024.118103_bib46) 2024; 21
Santonocito (10.1016/j.trac.2024.118103_bib44)
Ma (10.1016/j.trac.2024.118103_bib84) 2021; 60
Ardalan (10.1016/j.trac.2024.118103_bib115) 2020; 168
Barandun (10.1016/j.trac.2024.118103_bib132) 2019; 4
Liu (10.1016/j.trac.2024.118103_bib77) 2022; 429
Luan (10.1016/j.trac.2024.118103_bib28) 2024; 277
Mohammed (10.1016/j.trac.2024.118103_bib97) 2022; 50
(10.1016/j.trac.2024.118103_bib9) 2024
Shi (10.1016/j.trac.2024.118103_bib70) 2023; 23
Sang (10.1016/j.trac.2024.118103_bib125) 2015; 3
Zhang (10.1016/j.trac.2024.118103_bib30) 2024; 401
Sanderson (10.1016/j.trac.2024.118103_bib128) 2016; 24
Jing (10.1016/j.trac.2024.118103_bib35) 2023; 389
Li (10.1016/j.trac.2024.118103_bib39) 2024; 174
Greenawald (10.1016/j.trac.2024.118103_bib131) 2017; 2
Li (10.1016/j.trac.2024.118103_bib133) 2019; 129
Santra (10.1016/j.trac.2024.118103_bib94) 2018; 90
Popov (10.1016/j.trac.2024.118103_bib110) 2011; 106
Li (10.1016/j.trac.2024.118103_bib83) 2022; 448
Parra (10.1016/j.trac.2024.118103_bib88) 2016; 75
Cui (10.1016/j.trac.2024.118103_bib32) 2024; 259
Hussain (10.1016/j.trac.2024.118103_bib124) 2017; 89
Park (10.1016/j.trac.2024.118103_bib130) 2018; 10
Priye (10.1016/j.trac.2024.118103_bib114) 2017; 7
Martinez (10.1016/j.trac.2024.118103_bib16) 2008; 80
Koh (10.1016/j.trac.2024.118103_bib29) 2016; 8
Shen (10.1016/j.trac.2024.118103_bib42) 2022; 458
Tawfik (10.1016/j.trac.2024.118103_bib45) 2019; 6
Lang (10.1016/j.trac.2024.118103_bib31) 2024; 198
Zhang (10.1016/j.trac.2024.118103_bib82) 2019; 141
Park (10.1016/j.trac.2024.118103_bib119) 2017; 93
Wang (10.1016/j.trac.2024.118103_bib34) 2017; 87
Zhang (10.1016/j.trac.2024.118103_bib71) 2021; 193
Li (10.1016/j.trac.2024.118103_bib127) 2019; 91
Steinberg (10.1016/j.trac.2024.118103_bib120) 2015; 143
World Health (10.1016/j.trac.2024.118103_bib3) 2021
Nghia (10.1016/j.trac.2024.118103_bib17) 2020; 81
Fu (10.1016/j.trac.2024.118103_bib118) 2016; 16
Li (10.1016/j.trac.2024.118103_bib27) 2023; 406
Bhaiyya (10.1016/j.trac.2024.118103_bib75) 2021; 70
Huang (10.1016/j.trac.2024.118103_bib1) 2020; 395
Li (10.1016/j.trac.2024.118103_bib122) 2019; 297
Ravula (10.1016/j.trac.2024.118103_bib95) 2024; 196
Vashist (10.1016/j.trac.2024.118103_bib116) 2015; 66
Guo (10.1016/j.trac.2024.118103_bib68) 2017; 89
Ebrahim (10.1016/j.trac.2024.118103_bib99) 2019; 141
Lu (10.1016/j.trac.2024.118103_bib73) 2024; 444
Yin (10.1016/j.trac.2024.118103_bib48) 2023; 242
Liu (10.1016/j.trac.2024.118103_bib123) 2020; 412
Yang (10.1016/j.trac.2024.118103_bib52) 2020; 49
You (10.1016/j.trac.2024.118103_bib109) 2017; 11
Chan (10.1016/j.trac.2024.118103_bib19) 2022; 6
Concepcion (10.1016/j.trac.2024.118103_bib24) 2024; 11
He (10.1016/j.trac.2024.118103_bib80) 2016; 88
Rink (10.1016/j.trac.2024.118103_bib54) 2023; 3
Grossi (10.1016/j.trac.2024.118103_bib90) 2019; 135
Shin Low (10.1016/j.trac.2024.118103_bib69) 2020; 308
Soares (10.1016/j.trac.2024.118103_bib10) 2023; 168
Arya (10.1016/j.trac.2024.118103_bib38) 2023; 235
Cai (10.1016/j.trac.2024.118103_bib89) 2020; 32
McCracken (10.1016/j.trac.2024.118103_bib25) 2016; 8
Hananya (10.1016/j.trac.2024.118103_bib58) 2019; 5
Seo (10.1016/j.trac.2024.118103_bib60) 2019; 77
Ghohestani (10.1016/j.trac.2024.118103_bib51) 2024; 456
Zangheri (10.1016/j.trac.2024.118103_bib117) 2015; 64
Krorakai (10.1016/j.trac.2024.118103_bib62) 2021; 11
References_xml – volume: 70
  start-page: 81
  year: 2015
  ident: bib103
  article-title: Smartphone-based portable biosensing system using impedance measurement with printed electrodes for 2,4,6-trinitrotoluene (TNT) detection
  publication-title: Biosens. Bioelectron.
– volume: 246
  start-page: 748
  year: 2017
  ident: bib113
  article-title: Passive and wireless near field communication tag sensors for biochemical sensing with smartphone
  publication-title: Sens. Actuators, B
– volume: 209
  start-page: 677
  year: 2015
  ident: bib61
  article-title: Audio jack based miniaturized mobile phone electrochemical sensing platform
  publication-title: Sens. Actuators, B
– volume: 326
  year: 2021
  ident: bib92
  article-title: NFC-enabling smartphone-based portable amperometric immunosensor for hepatitis B virus detection
  publication-title: Sens. Actuators, B
– volume: 158
  year: 2020
  ident: bib15
  article-title: Highly sensitive colorimetric paper-based analytical device for the determination of tetracycline using green fluorescent carbon nitride nanoparticles
  publication-title: Microchem. J.
– volume: 401
  year: 2024
  ident: bib30
  article-title: FeNi foam with specifically boosted peroxidase-like activity for smartphone-based rapid visual detection
  publication-title: Sens. Actuators, B
– volume: 406
  year: 2023
  ident: bib27
  article-title: A colorimetric smartphone-based sensor for on-site AA detection in tropical fruits using Fe-P/NC single-atom nanoenzyme
  publication-title: Food Chem.
– volume: 90
  start-page: 7391
  year: 2018
  ident: bib86
  article-title: A nanozyme- and ambient light-based smartphone platform for simultaneous detection of dual biomarkers from exposure to organophosphorus pesticides
  publication-title: Anal. Chem.
– volume: 331
  year: 2021
  ident: bib76
  article-title: Simultaneous detection of Vitamin B12 and Vitamin C from real samples using miniaturized laser-induced graphene based electrochemiluminescence device with closed bipolar electrode
  publication-title: Sens. Actuators A Phys.
– volume: 266
  start-page: 63
  year: 2018
  ident: bib20
  article-title: A simple and compact smartphone-based device for the quantitative readout of colloidal gold lateral flow immunoassay strips
  publication-title: Sens. Actuators, B
– volume: 160
  year: 2020
  ident: bib101
  article-title: Dual emission nonionic molecular imprinting conjugated polythiophenes-based paper devices and their nanofibers for point-of-care biomarkers detection
  publication-title: Biosens. Bioelectron.
– volume: 6
  year: 2016
  ident: bib56
  article-title: Design a new strategy based on nanoparticle-enhanced chemiluminescence sensor array for biothiols discrimination
  publication-title: Sci. Rep.
– volume: 142
  start-page: 3715
  year: 2017
  ident: bib121
  article-title: An electrochemiluminescence cloth-based biosensor with smartphone-based imaging for detection of lactate in saliva
  publication-title: Analyst
– volume: 10
  year: 2022
  ident: bib100
  article-title: Point-of-care system for rapid real-time detection of SARS-CoV-2 virus based on commercially available Arduino platforms
  publication-title: Front. Bioeng. Biotechnol.
– volume: 456
  year: 2024
  ident: bib51
  article-title: Rapid detection and quantification of milk adulterants using a nanoclusters-based fluorescent optical tongue
  publication-title: Food Chem.
– volume: 174
  year: 2024
  ident: bib39
  article-title: Application of artificial intelligence (AI)-enhanced biochemical sensing in molecular diagnosis and imaging analysis: advancing and challenges
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 297
  year: 2019
  ident: bib122
  article-title: Electrogenerated chemiluminescence on smartphone with graphene quantum dots nanocomposites for Escherichia Coli detection
  publication-title: Sens. Actuators, B
– volume: 7
  start-page: 976
  year: 2017
  ident: bib126
  article-title: Paper strip-embedded graphene quantum dots: a screening device with a smartphone readout
  publication-title: Sci. Rep.
– volume: 259
  year: 2024
  ident: bib32
  article-title: AI-assisted smartphone-based colorimetric biosensor for visualized, rapid and sensitive detection of pathogenic bacteria
  publication-title: Biosens. Bioelectron.
– volume: 3
  start-page: 92
  year: 2015
  ident: bib125
  article-title: Highly sensitive and selective detection of 2,4,6-trinitrophenol using covalent-organic polymer luminescent probes
  publication-title: J. Mater. Chem. A
– volume: 6
  year: 2019
  ident: bib45
  article-title: Multiple emitting amphiphilic conjugated polythiophenes-coated CdTe QDs for picogram detection of trinitrophenol explosive and application using chitosan film and paper-based sensor coupled with smartphone
  publication-title: Adv. Sci.
– volume: 54
  start-page: 2073
  year: 2018
  ident: bib57
  article-title: The emergence of aqueous chemiluminescence: new promising class of phenoxy 1,2-dioxetane luminophores
  publication-title: Chem. Commun.
– volume: 16
  start-page: 1927
  year: 2016
  ident: bib118
  article-title: A portable smart phone-based plasmonic nanosensor readout platform that measures transmitted light intensities of nanosubstrates using an ambient light sensor
  publication-title: Lab Chip
– volume: 148
  start-page: 198
  year: 2024
  ident: bib129
  article-title: Sensitive visual detection of norfloxacin in water by smartphone assisted colorimetric method based on peroxidase-like active cobalt-doped Fe3O4 nanozyme
  publication-title: J. Environ. Sci.
– volume: 118
  start-page: 548
  year: 2019
  ident: bib13
  article-title: The modern role of smartphones in analytical chemistry
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 16
  start-page: 943
  year: 2016
  ident: bib93
  article-title: Novel developments in mobile sensing based on the integration of microfluidic devices and smartphones
  publication-title: Lab Chip
– volume: 79
  start-page: 317
  year: 2016
  ident: bib18
  article-title: Smartphone-based biosensors: a critical review and perspectives
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 24
  start-page: 205
  year: 2016
  ident: bib128
  article-title: Antibiotic resistance genes as an emerging environmental contaminant
  publication-title: Environ. Rev.
– volume: 129
  start-page: 284
  year: 2019
  ident: bib133
  article-title: Electrochemiluminescence on smartphone with silica nanopores membrane modified electrodes for nitroaromatic explosives detection
  publication-title: Biosens. Bioelectron.
– volume: 135
  start-page: 572
  year: 2019
  ident: bib90
  article-title: A sensor-centric survey on the development of smartphone measurement and sensing systems
  publication-title: Measurement
– volume: 143
  start-page: 1670
  year: 2018
  ident: bib49
  article-title: A smartphone-based double-channel fluorescence setup for immunoassay of a carcinoembryonic antigen using CuS nanoparticles for signal amplification
  publication-title: Analyst
– volume: 198
  year: 2024
  ident: bib31
  article-title: Smartphone-based colorimetric sensor using Fe-N-P-C single-atom nanozymes with boosted activity for sensitive detection of S2
  publication-title: Microchem. J.
– volume: 168
  year: 2020
  ident: bib115
  article-title: Towards smart personalized perspiration analysis: an IoT-integrated cellulose-based microfluidic wearable patch for smartphone fluorimetric multi-sensing of sweat biomarkers
  publication-title: Biosens. Bioelectron.
– volume: 8
  start-page: 366ra165
  year: 2016
  ident: bib29
  article-title: A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat
  publication-title: Sci. Transl. Med.
– volume: 60
  start-page: 4907
  year: 2021
  ident: bib84
  article-title: Bio-coreactant-enhanced electrochemiluminescence microscopy of intracellular structure and transport
  publication-title: Angew. Chem. Int. Ed.
– volume: 110
  start-page: 393
  year: 2019
  ident: bib26
  article-title: Point of care sensing and biosensing using ambient light sensor of smartphone: critical review
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 418
  year: 2024
  ident: bib65
  article-title: Smartphone-based plant-wearable microfluidic sensor with self driven electrolyte for in-situ detection of methyl parathion
  publication-title: Sens. Actuators, B
– volume: 297
  year: 2019
  ident: bib63
  article-title: Smartphone-based battery-free and flexible electrochemical patch for calcium and chloride ions detections in biofluids
  publication-title: Sens. Actuators, B
– volume: 458
  year: 2022
  ident: bib42
  article-title: Ratiometric fluorescent signals-driven smartphone-based portable sensors for onsite visual detection of food contaminants
  publication-title: Coord. Chem. Rev.
– volume: 168
  year: 2023
  ident: bib10
  article-title: Smartphone-based digital images in analytical chemistry: why, when, and how to use
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 262
  year: 2024
  ident: bib74
  article-title: Colorimetric and ECL dual-mode aptasensor for smartphone-based onsite sensitive detection of aflatoxin B1 in combination with ZnO@MWCNTs/g-C3N4 nanosheets and CuO@CuPt nanocomposites
  publication-title: Biosens. Bioelectron.
– volume: 9
  start-page: 5924
  year: 2021
  ident: bib96
  article-title: Online monitoring strategies for colorimetric detection of cadmium ions and pH based on gold nanomaterials with a low-cost color sensor
  publication-title: ACS Sustain. Chem. Eng.
– volume: 277
  year: 2024
  ident: bib28
  article-title: Accelerated and precise identification of antioxidants and pesticides using a smartphone-based colorimetric sensor array
  publication-title: Talanta
– volume: 1087
  start-page: 104
  year: 2019
  ident: bib41
  article-title: A nanocellulose-based colorimetric assay kit for smartphone sensing of iron and iron-chelating deferoxamine drug in biofluids
  publication-title: Anal. Chim. Acta
– year: May 13, 2024
  ident: bib9
  article-title: Number of Smartphone Mobile Network Subscriptions Worldwide from 2016 to 2023, with Forecasts from 2023 to 2028 (In Millions)
– volume: 90
  year: 2018
  ident: bib94
  article-title: Cost-effective, wireless, portable device for estimation of hexavalent chromium, fluoride, and iron in drinking water
  publication-title: Anal. Chem.
– volume: 88
  start-page: 2006
  year: 2016
  ident: bib80
  article-title: Electrochemical visualization of intracellular hydrogen peroxide at single cells
  publication-title: Anal. Chem.
– volume: 269
  start-page: 346
  year: 2018
  ident: bib106
  article-title: Smartphone based optical biosensor for the detection of urea in saliva
  publication-title: Sens. Actuators, B
– volume: 11
  year: 2021
  ident: bib62
  article-title: Smartphone-based NFC potentiostat for wireless electrochemical sensing
  publication-title: Appl. Sci.
– year: 2021
  ident: bib3
  article-title: COVID-19 Strategic Preparedness and Response Plan: 1 February 2021 to 31 January 2022
– volume: 5
  start-page: 949
  year: 2019
  ident: bib58
  article-title: Recent advances and challenges in luminescent imaging: bright outlook for chemiluminescence of dioxetanes in water
  publication-title: ACS Cent. Sci.
– volume: 388
  year: 2023
  ident: bib59
  article-title: Ultrabright chemiluminescent scaffold for portable visualizing organophosphorus compounds
  publication-title: Sens. Actuators, B
– volume: 166
  year: 2021
  ident: bib2
  article-title: The mysterious mass death of marine organisms on the Kamchatka Peninsula: a consequence of a technogenic impact on the environment or a natural phenomenon?
  publication-title: Mar. Pollut. Bull.
– volume: 8
  start-page: 35
  year: 2024
  ident: bib40
  article-title: An artificial intelligence-assisted microfluidic colorimetric wearable sensor system for monitoring of key tear biomarkers
  publication-title: npj Flex. Electronics
– volume: 58
  start-page: 77
  year: 2021
  ident: bib12
  article-title: Smartphone technology facilitates point-of-care nucleic acid diagnosis: a beginner's guide
  publication-title: Crit. Rev. Clin. Lab Sci.
– volume: 389
  year: 2023
  ident: bib35
  article-title: Smartphone-integrated nanozymes sensor array for high throughput recognition of organophosphorus pesticides
  publication-title: Sens. Actuators, B
– volume: 1
  start-page: 499
  year: 2020
  ident: bib7
  article-title: Inkjet-based microreactor for the synthesis of silver nanoparticles on plasmonic paper decorated with chitosan nano-wrinkles for efficient on-site Surface-enhanced Raman Scattering (SERS)
  publication-title: Nano Sel.
– volume: 446
  year: 2024
  ident: bib47
  article-title: An ultrasensitive smartphone-assisted bicolor-ratiometric fluorescence sensing platform based on a “noise purifier” for point-of-care testing of pathogenic bacteria in food
  publication-title: Food Chem.
– volume: 5
  start-page: 870
  year: 2020
  ident: bib43
  article-title: A smartphone-based sensing system for on-site quantitation of multiple heavy metal ions using fluorescent carbon nanodots-based microarrays
  publication-title: ACS Sens.
– volume: 2
  start-page: 1458
  year: 2017
  ident: bib131
  article-title: Development of an inexpensive RGB color sensor for the detection of hydrogen cyanide gas
  publication-title: ACS Sens.
– volume: 196
  year: 2024
  ident: bib95
  article-title: A photoresistor-based portable digital sensor for rapid colorimetric detection of Arsenic
  publication-title: Microchem. J.
– volume: 235
  year: 2023
  ident: bib38
  article-title: The convergence of traditional and digital biomarkers through AI-assisted biosensing: a new era in translational diagnostics?
  publication-title: Biosens. Bioelectron.
– volume: 11
  start-page: 13
  year: 2024
  ident: bib6
  article-title: Highly sensitive plasmonic paper substrate fabricated via amphiphilic polymer self-assembly in microdroplet for detection of emerging pharmaceutical pollutants
  publication-title: Nano. Convergence
– volume: 172
  year: 2021
  ident: bib11
  article-title: Application of smartphone-based spectroscopy to biosample analysis: a review
  publication-title: Biosens. Bioelectron.
– volume: 596
  start-page: 244
  year: 2021
  ident: bib78
  article-title: Direct imaging of single-molecule electrochemical reactions in solution
  publication-title: Nat
– volume: 49
  start-page: 6800
  year: 2020
  ident: bib52
  article-title: Chemiluminescence for bioimaging and therapeutics: recent advances and challenges
  publication-title: Chem. Soc. Rev.
– start-page: 191
  year: 2014
  ident: bib14
  publication-title: 7 - Complementary Metal-Oxide-Semiconductor (CMOS) Image Sensors for Mobile Devices
– year: 2022
  ident: bib44
  article-title: Smartphone-based dopamine detection by fluorescent supramolecular sensor
– volume: 184
  start-page: 323
  year: 2021
  ident: bib107
  article-title: Amplification-free detection of SARS-CoV-2 with CRISPR-Cas13a and mobile phone microscopy
  publication-title: Cell
– volume: 17
  year: 2017
  ident: bib112
  article-title: The evaluation of a low-cost colorimeter for glucose detection in salivary samples
  publication-title: Sensors
– volume: 59
  year: 2020
  ident: bib81
  article-title: Intracellular wireless analysis of single cells by bipolar electrochemiluminescence confined in a nanopipette
  publication-title: Angew. Chem. Int. Ed.
– volume: 87
  start-page: 686
  year: 2017
  ident: bib34
  article-title: A multichannel smartphone optical biosensor for high-throughput point-of-care diagnostics
  publication-title: Biosens. Bioelectron.
– volume: 246
  start-page: 455
  year: 2017
  ident: bib91
  article-title: Smart bandage with wireless connectivity for optical monitoring of pH
  publication-title: Sens. Actuators, B
– volume: 3
  year: 2021
  ident: bib104
  article-title: Development of an arduino-based integrated system for sensing of hydrogen peroxide
  publication-title: Sens. Actuators Rep.
– volume: 91
  year: 2019
  ident: bib127
  article-title: Aptamer-based fluorescent sensor array for multiplexed detection of cyanotoxins on a smartphone
  publication-title: Anal. Chem.
– volume: 93
  start-page: 205
  year: 2017
  ident: bib119
  article-title: Ambient light-based optical biosensing platform with smartphone-embedded illumination sensor
  publication-title: Biosens. Bioelectron.
– volume: 411
  year: 2024
  ident: bib50
  article-title: Dual-responsive luminescent dye@MOF hybrids for ratiometric trace detection, colorimetric visualization, and precise discrimination of tetracycline antibiotics
  publication-title: Sens. Actuators, B
– volume: 21
  year: 2024
  ident: bib46
  article-title: Smartphone-enhanced nanozyme sensors: colorimetric and fluorescence sensing techniques
  publication-title: Biosens. Bioelectron. X
– volume: 81
  start-page: 352
  year: 2020
  ident: bib17
  article-title: Paper-based colorimetric probe for highly sensitive detection of folic acid based on open-ring form amplification of rhodamine B derivative
  publication-title: J. Ind. Eng. Chem.
– volume: 143
  start-page: 5339
  year: 2018
  ident: bib22
  article-title: Smartphone-based analytical biosensors
  publication-title: Analyst
– volume: 80
  start-page: 3699
  year: 2008
  ident: bib16
  article-title: Simple telemedicine for developing regions: camera phones and paper-based microfluidic devices for real-time, off-site diagnosis
  publication-title: Anal. Chem.
– volume: 671
  start-page: 423
  year: 2024
  ident: bib66
  article-title: Portable electrochemical sensor for adrenaline detection using CoNi-MOF-based CS-PAM hydrogel
  publication-title: J. Colloid Interface Sci.
– volume: 3
  year: 2023
  ident: bib54
  article-title: Enhanced chemiluminescence of a superior luminol derivative provides sensitive smartphone-based point-of-care testing with enzymatic μPAD
  publication-title: Anal. Sens.
– volume: 389
  year: 2023
  ident: bib85
  article-title: Construction of a smartphone-based electrochemiluminescence imaging device to guide the improvement of sensing performance via surface regulation
  publication-title: Sens. Actuators, B
– volume: 8
  start-page: 6591
  year: 2016
  ident: bib25
  article-title: Recent approaches for optical smartphone sensing in resource-limited settings: a brief review
  publication-title: Anal. Methods
– volume: 141
  year: 2019
  ident: bib82
  article-title: Electrochemiluminescence-based capacitance microscopy for label-free imaging of antigens on the cellular plasma membrane
  publication-title: J. Am. Chem. Soc.
– volume: 11
  start-page: 6261
  year: 2017
  ident: bib109
  article-title: Household fluorescent lateral flow strip platform for sensitive and quantitative prognosis of heart failure using dual-color upconversion nanoparticles
  publication-title: ACS Nano
– volume: 11
  year: 2023
  ident: bib8
  article-title: Smartphone-based portable bio-chemical sensors: exploring recent advancements
  publication-title: Chemosensors
– volume: 1
  start-page: 1423
  year: 2016
  ident: bib64
  article-title: Hand-held transistor based electrical and multiplexed chemical sensing system
  publication-title: ACS Sens.
– volume: 11
  start-page: 187
  year: 2024
  ident: bib24
  article-title: Screen-printed graphite electrode on polyvinyl chloride and parchment strips integrated with genetic programming for in situ nitrate sensing of aquaponic pond water
  publication-title: Inf. Process. Agric.
– volume: 4
  year: 2014
  ident: bib53
  article-title: Design principles of chemiluminescence (CL) chemodosimeter for self-signaling detection: luminol protective approach
  publication-title: RSC Adv.
– volume: 429
  year: 2022
  ident: bib77
  article-title: A visual electrochemiluminescence molecularly imprinted sensor with Ag+@UiO-66-NH2 decorated CsPbBr3 perovskite based on smartphone for point-of-care detection of nitrofurazone
  publication-title: Chem. Eng. J.
– volume: 88
  year: 2016
  ident: bib67
  article-title: Uric acid monitoring with a smartphone as the electrochemical analyzer
  publication-title: Anal. Chem.
– volume: 450
  year: 2024
  ident: bib37
  article-title: Nanozymes sensor array for discrimination and intelligent sensing of phenolic acids in food
  publication-title: Food Chem.
– volume: 77
  start-page: 1
  year: 2019
  ident: bib60
  article-title: Smartphone with optical, physical, and electrochemical nanobiosensors
  publication-title: J. Ind. Eng. Chem.
– volume: 75
  year: 2016
  ident: bib88
  article-title: Multimedia sensors embedded in smartphones for ambient assisted living and e-health
  publication-title: Multimed. Tool. Appl.
– volume: 242
  year: 2023
  ident: bib48
  article-title: A smartphone-based fluorescent sensor for rapid detection of multiple pathogenic bacteria
  publication-title: Biosens. Bioelectron.
– volume: 1188
  year: 2021
  ident: bib55
  article-title: Next generation luminol derivative as powerful benchmark probe for chemiluminescence assays
  publication-title: Anal. Chim. Acta
– volume: 89
  start-page: 8609
  year: 2017
  ident: bib68
  article-title: Smartphone-powered electrochemical dongle for point-of-care monitoring of blood β-ketone
  publication-title: Anal. Chem.
– volume: 89
  start-page: 767
  year: 2017
  ident: bib124
  article-title: Low-cost, robust, and field portable smartphone platform photometric sensor for fluoride level detection in drinking water
  publication-title: Anal. Chem.
– volume: 143
  year: 2021
  ident: bib79
  article-title: Single biomolecule imaging by electrochemiluminescence
  publication-title: J. Am. Chem. Soc.
– volume: 444
  year: 2024
  ident: bib73
  article-title: Portable, intelligent MIECL sensing platform for ciprofloxacin detection using a fast convolutional neural networks-assisted Tb@Lu2O3 nanoemitter
  publication-title: Food Chem.
– volume: 141
  start-page: 3052
  year: 2019
  ident: bib99
  article-title: Selective, fast-response, and regenerable metal–organic framework for sampling excess fluoride levels in drinking water
  publication-title: J. Am. Chem. Soc.
– volume: 7
  year: 2017
  ident: bib114
  article-title: A smartphone-based diagnostic platform for rapid detection of Zika, chikungunya, and dengue viruses
  publication-title: Sci. Rep.
– volume: 13
  year: 2022
  ident: bib23
  article-title: RGB-detector: a smart, low-cost device for reading RGB indexes of microfluidic paper-based analytical devices
  publication-title: Micromachines
– volume: 28
  year: 2020
  ident: bib111
  article-title: Low-cost and real-time color detector developments for glucose biosensor
  publication-title: Sens. Bio-Sens. Res.
– volume: 408
  start-page: 7001
  year: 2016
  ident: bib72
  article-title: Analytical electrochemiluminescence
  publication-title: Anal. Bioanal. Chem.
– volume: 322
  year: 2020
  ident: bib21
  article-title: A low-cost device for rapid ‘color to concentration’ quantification of cyanide in real samples using paper-based sensing chip
  publication-title: Sens. Actuators, B
– volume: 64
  start-page: 63
  year: 2015
  ident: bib117
  article-title: A simple and compact smartphone accessory for quantitative chemiluminescence-based lateral flow immunoassay for salivary cortisol detection
  publication-title: Biosens. Bioelectron.
– volume: 308
  year: 2020
  ident: bib69
  article-title: Smartphone-based portable electrochemical biosensing system for detection of circulating microRNA-21 in saliva as a proof-of-concept
  publication-title: Sens. Actuators, B
– volume: 66
  start-page: 169
  year: 2015
  ident: bib116
  article-title: Graphene-based rapid and highly-sensitive immunoassay for C-reactive protein using a smartphone-based colorimetric reader
  publication-title: Biosens. Bioelectron.
– volume: 6
  year: 2022
  ident: bib19
  article-title: Testing a drop of liquid using smartphone LiDAR
  publication-title: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
– volume: 395
  start-page: 497
  year: 2020
  ident: bib1
  article-title: Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China
  publication-title: Lancet
– volume: 7
  year: 2021
  ident: bib108
  article-title: A smartphone-read ultrasensitive and quantitative saliva test for COVID-19
  publication-title: Sci. Adv.
– volume: 10
  start-page: 5014
  year: 2018
  ident: bib130
  article-title: Smartphone-based VOC sensor using colorimetric polydiacetylenes
  publication-title: ACS Appl. Mater. Interfaces
– volume: 23
  start-page: 3424
  year: 2023
  ident: bib70
  article-title: Smartphone-based portable photoelectrochemical biosensing system for point-of-care detection of urine creatinine and albumin
  publication-title: Lab Chip
– volume: 70
  start-page: 1
  year: 2021
  ident: bib75
  article-title: Miniaturized electrochemiluminescence platform with laser-induced graphene-based single electrode for interference-free sensing of dopamine, xanthine, and glucose
  publication-title: IEEE Trans. Instrum. Meas.
– volume: 32
  year: 2021
  ident: bib33
  article-title: Smartphone-based colorimetric sensor application for measuring biochemical material concentration
  publication-title: Sens. Bio-Sens. Res.
– volume: 297
  year: 2019
  ident: bib98
  article-title: Developing an RGB - arduino device for the multi-color recognition, detection and determination of Fe(III), Co(II), Hg(II) and Sn(II) in aqueous media by a terpyridine moiety
  publication-title: Sens. Actuators, B
– volume: 412
  start-page: 1893
  year: 2020
  ident: bib123
  article-title: A visual electrochemiluminescence biosensor based on CuInZnS quantum dots for superoxide dismutase detection
  publication-title: Anal. Bioanal. Chem.
– volume: 4
  start-page: 1662
  year: 2019
  ident: bib132
  article-title: Cellulose fibers enable near-zero-cost electrical sensing of water-soluble gases
  publication-title: ACS Sens.
– volume: 448
  year: 2022
  ident: bib83
  article-title: A novel GSH-capping MXene QD-based ECL biosensor for the detection of miRNA221 in triple-negative breast cancer tumor
  publication-title: Chem. Eng. J.
– volume: 32
  start-page: 598
  year: 2020
  ident: bib89
  article-title: Smartphone-coupled electrochemical analysis of cellular superoxide anions based on Mnx(PO4)y monolayer modified porous carbon
  publication-title: Electroanalysis
– volume: 341
  year: 2022
  ident: bib87
  article-title: A smartphone-based photometric and fluorescence sensing for accurate estimation of zinc ion in water
  publication-title: Sens. Actuators A Phys.
– volume: 50
  start-page: 225
  year: 2022
  ident: bib97
  article-title: Point of care detection of potassium in saliva using colorimetric optical absorption
  publication-title: Mater. Today Proc.
– volume: 480
  year: 2024
  ident: bib36
  article-title: Smartphone-assisted colorimetric sensor arrays based on nanozymes for high throughput identification of heavy metal ions in salmon
  publication-title: J. Hazard Mater.
– volume: 461
  year: 2024
  ident: bib5
  article-title: Novel molecularly imprinted nanogel modified microfluidic paper-based SERS substrate for simultaneous detection of bisphenol A and bisphenol S traces in plastics
  publication-title: J. Hazard Mater.
– volume: e4611
  year: 2021
  ident: bib4
  article-title: Solvent-resistant microfluidic paper-based analytical device/spray mass spectrometry for quantitative analysis of C18-ceramide biomarker
  publication-title: J. Mass Spectrom. n/a
– volume: 193
  year: 2021
  ident: bib71
  article-title: Smartphone-based photoelectrochemical biosensing system with graphitic carbon nitride/gold nanoparticles modified electrodes for matrix metalloproteinase-2 detection
  publication-title: Biosens. Bioelectron.
– volume: 54
  start-page: 829
  year: 2019
  ident: bib105
  article-title: Emerging spectroscopic techniques for prostate cancer diagnosis
  publication-title: Appl. Spectrosc. Rev.
– volume: 93
  start-page: 94
  year: 2017
  ident: bib102
  article-title: Smartphone-based sensing system using ZnO and graphene modified electrodes for VOCs detection
  publication-title: Biosens. Bioelectron.
– volume: 143
  start-page: 178
  year: 2015
  ident: bib120
  article-title: A wireless potentiostat for mobile chemical sensing and biosensing
  publication-title: Talanta
– volume: 106
  start-page: 451
  year: 2011
  ident: bib110
  article-title: Human exhaled breath analysis
  publication-title: Ann. Allergy Asthma Immunol.
– start-page: 191
  year: 2014
  ident: 10.1016/j.trac.2024.118103_bib14
– volume: 596
  start-page: 244
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib78
  article-title: Direct imaging of single-molecule electrochemical reactions in solution
  publication-title: Nat
  doi: 10.1038/s41586-021-03715-9
– volume: 262
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib74
  article-title: Colorimetric and ECL dual-mode aptasensor for smartphone-based onsite sensitive detection of aflatoxin B1 in combination with ZnO@MWCNTs/g-C3N4 nanosheets and CuO@CuPt nanocomposites
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2024.116569
– volume: 8
  start-page: 366ra165
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib29
  article-title: A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat
  publication-title: Sci. Transl. Med.
  doi: 10.1126/scitranslmed.aaf2593
– volume: 7
  start-page: 976
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib126
  article-title: Paper strip-embedded graphene quantum dots: a screening device with a smartphone readout
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-01134-3
– volume: 9
  start-page: 5924
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib96
  article-title: Online monitoring strategies for colorimetric detection of cadmium ions and pH based on gold nanomaterials with a low-cost color sensor
  publication-title: ACS Sustain. Chem. Eng.
  doi: 10.1021/acssuschemeng.1c00238
– volume: 269
  start-page: 346
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib106
  article-title: Smartphone based optical biosensor for the detection of urea in saliva
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2018.04.108
– volume: 7
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib114
  article-title: A smartphone-based diagnostic platform for rapid detection of Zika, chikungunya, and dengue viruses
  publication-title: Sci. Rep.
  doi: 10.1038/srep44778
– volume: 341
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib87
  article-title: A smartphone-based photometric and fluorescence sensing for accurate estimation of zinc ion in water
  publication-title: Sens. Actuators A Phys.
  doi: 10.1016/j.sna.2022.113586
– volume: 6
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib45
  article-title: Multiple emitting amphiphilic conjugated polythiophenes-coated CdTe QDs for picogram detection of trinitrophenol explosive and application using chitosan film and paper-based sensor coupled with smartphone
  publication-title: Adv. Sci.
  doi: 10.1002/advs.201801467
– volume: 141
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib82
  article-title: Electrochemiluminescence-based capacitance microscopy for label-free imaging of antigens on the cellular plasma membrane
  publication-title: J. Am. Chem. Soc.
– volume: 81
  start-page: 352
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib17
  article-title: Paper-based colorimetric probe for highly sensitive detection of folic acid based on open-ring form amplification of rhodamine B derivative
  publication-title: J. Ind. Eng. Chem.
  doi: 10.1016/j.jiec.2019.09.025
– volume: 77
  start-page: 1
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib60
  article-title: Smartphone with optical, physical, and electrochemical nanobiosensors
  publication-title: J. Ind. Eng. Chem.
  doi: 10.1016/j.jiec.2019.04.037
– volume: 412
  start-page: 1893
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib123
  article-title: A visual electrochemiluminescence biosensor based on CuInZnS quantum dots for superoxide dismutase detection
  publication-title: Anal. Bioanal. Chem.
  doi: 10.1007/s00216-020-02440-y
– volume: 429
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib77
  article-title: A visual electrochemiluminescence molecularly imprinted sensor with Ag+@UiO-66-NH2 decorated CsPbBr3 perovskite based on smartphone for point-of-care detection of nitrofurazone
  publication-title: Chem. Eng. J.
  doi: 10.1016/j.cej.2021.132462
– volume: 389
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib35
  article-title: Smartphone-integrated nanozymes sensor array for high throughput recognition of organophosphorus pesticides
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2023.133857
– volume: 1
  start-page: 499
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib7
  article-title: Inkjet-based microreactor for the synthesis of silver nanoparticles on plasmonic paper decorated with chitosan nano-wrinkles for efficient on-site Surface-enhanced Raman Scattering (SERS)
  publication-title: Nano Sel.
  doi: 10.1002/nano.202000081
– volume: 143
  start-page: 5339
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib22
  article-title: Smartphone-based analytical biosensors
  publication-title: Analyst
  doi: 10.1039/C8AN01269E
– volume: 297
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib63
  article-title: Smartphone-based battery-free and flexible electrochemical patch for calcium and chloride ions detections in biofluids
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2019.126743
– volume: 11
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib8
  article-title: Smartphone-based portable bio-chemical sensors: exploring recent advancements
  publication-title: Chemosensors
  doi: 10.3390/chemosensors11090468
– volume: 389
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib85
  article-title: Construction of a smartphone-based electrochemiluminescence imaging device to guide the improvement of sensing performance via surface regulation
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2023.133885
– volume: 13
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib23
  article-title: RGB-detector: a smart, low-cost device for reading RGB indexes of microfluidic paper-based analytical devices
  publication-title: Micromachines
  doi: 10.3390/mi13101585
– volume: 395
  start-page: 497
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib1
  article-title: Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China
  publication-title: Lancet
  doi: 10.1016/S0140-6736(20)30183-5
– volume: 7
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib108
  article-title: A smartphone-read ultrasensitive and quantitative saliva test for COVID-19
  publication-title: Sci. Adv.
  doi: 10.1126/sciadv.abe3703
– volume: 148
  start-page: 198
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib129
  article-title: Sensitive visual detection of norfloxacin in water by smartphone assisted colorimetric method based on peroxidase-like active cobalt-doped Fe3O4 nanozyme
  publication-title: J. Environ. Sci.
  doi: 10.1016/j.jes.2023.12.022
– volume: 1188
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib55
  article-title: Next generation luminol derivative as powerful benchmark probe for chemiluminescence assays
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2021.339161
– volume: 322
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib21
  article-title: A low-cost device for rapid ‘color to concentration’ quantification of cyanide in real samples using paper-based sensing chip
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2020.128622
– volume: 32
  start-page: 598
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib89
  article-title: Smartphone-coupled electrochemical analysis of cellular superoxide anions based on Mnx(PO4)y monolayer modified porous carbon
  publication-title: Electroanalysis
  doi: 10.1002/elan.201900623
– volume: 54
  start-page: 829
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib105
  article-title: Emerging spectroscopic techniques for prostate cancer diagnosis
  publication-title: Appl. Spectrosc. Rev.
  doi: 10.1080/05704928.2018.1481864
– volume: 1
  start-page: 1423
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib64
  article-title: Hand-held transistor based electrical and multiplexed chemical sensing system
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.6b00520
– volume: 118
  start-page: 548
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib13
  article-title: The modern role of smartphones in analytical chemistry
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
  doi: 10.1016/j.trac.2019.06.019
– volume: 49
  start-page: 6800
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib52
  article-title: Chemiluminescence for bioimaging and therapeutics: recent advances and challenges
  publication-title: Chem. Soc. Rev.
  doi: 10.1039/D0CS00348D
– volume: 259
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib32
  article-title: AI-assisted smartphone-based colorimetric biosensor for visualized, rapid and sensitive detection of pathogenic bacteria
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2024.116369
– volume: 418
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib65
  article-title: Smartphone-based plant-wearable microfluidic sensor with self driven electrolyte for in-situ detection of methyl parathion
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2024.136254
– volume: 75
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib88
  article-title: Multimedia sensors embedded in smartphones for ambient assisted living and e-health
  publication-title: Multimed. Tool. Appl.
  doi: 10.1007/s11042-015-2745-8
– volume: 93
  start-page: 205
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib119
  article-title: Ambient light-based optical biosensing platform with smartphone-embedded illumination sensor
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2016.09.007
– volume: 3
  start-page: 92
  year: 2015
  ident: 10.1016/j.trac.2024.118103_bib125
  article-title: Highly sensitive and selective detection of 2,4,6-trinitrophenol using covalent-organic polymer luminescent probes
  publication-title: J. Mater. Chem. A
  doi: 10.1039/C4TA04903A
– volume: 308
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib69
  article-title: Smartphone-based portable electrochemical biosensing system for detection of circulating microRNA-21 in saliva as a proof-of-concept
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2020.127718
– volume: 8
  start-page: 6591
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib25
  article-title: Recent approaches for optical smartphone sensing in resource-limited settings: a brief review
  publication-title: Anal. Methods
  doi: 10.1039/C6AY01575A
– volume: 388
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib59
  article-title: Ultrabright chemiluminescent scaffold for portable visualizing organophosphorus compounds
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2023.133840
– volume: 297
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib98
  article-title: Developing an RGB - arduino device for the multi-color recognition, detection and determination of Fe(III), Co(II), Hg(II) and Sn(II) in aqueous media by a terpyridine moiety
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2019.126723
– volume: 17
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib112
  article-title: The evaluation of a low-cost colorimeter for glucose detection in salivary samples
  publication-title: Sensors
  doi: 10.3390/s17112495
– volume: 158
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib15
  article-title: Highly sensitive colorimetric paper-based analytical device for the determination of tetracycline using green fluorescent carbon nitride nanoparticles
  publication-title: Microchem. J.
  doi: 10.1016/j.microc.2020.105151
– volume: 110
  start-page: 393
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib26
  article-title: Point of care sensing and biosensing using ambient light sensor of smartphone: critical review
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
  doi: 10.1016/j.trac.2018.11.014
– volume: 401
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib30
  article-title: FeNi foam with specifically boosted peroxidase-like activity for smartphone-based rapid visual detection
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2023.135068
– volume: 4
  start-page: 1662
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib132
  article-title: Cellulose fibers enable near-zero-cost electrical sensing of water-soluble gases
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.9b00555
– volume: 129
  start-page: 284
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib133
  article-title: Electrochemiluminescence on smartphone with silica nanopores membrane modified electrodes for nitroaromatic explosives detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2018.09.055
– volume: 70
  start-page: 81
  year: 2015
  ident: 10.1016/j.trac.2024.118103_bib103
  article-title: Smartphone-based portable biosensing system using impedance measurement with printed electrodes for 2,4,6-trinitrotoluene (TNT) detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2015.03.004
– volume: 142
  start-page: 3715
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib121
  article-title: An electrochemiluminescence cloth-based biosensor with smartphone-based imaging for detection of lactate in saliva
  publication-title: Analyst
  doi: 10.1039/C7AN01008G
– volume: 60
  start-page: 4907
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib84
  article-title: Bio-coreactant-enhanced electrochemiluminescence microscopy of intracellular structure and transport
  publication-title: Angew. Chem. Int. Ed.
  doi: 10.1002/anie.202012171
– volume: 160
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib101
  article-title: Dual emission nonionic molecular imprinting conjugated polythiophenes-based paper devices and their nanofibers for point-of-care biomarkers detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2020.112211
– volume: 3
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib104
  article-title: Development of an arduino-based integrated system for sensing of hydrogen peroxide
  publication-title: Sens. Actuators Rep.
– volume: 1087
  start-page: 104
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib41
  article-title: A nanocellulose-based colorimetric assay kit for smartphone sensing of iron and iron-chelating deferoxamine drug in biofluids
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2019.08.056
– volume: 3
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib54
  article-title: Enhanced chemiluminescence of a superior luminol derivative provides sensitive smartphone-based point-of-care testing with enzymatic μPAD
  publication-title: Anal. Sens.
– volume: 87
  start-page: 686
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib34
  article-title: A multichannel smartphone optical biosensor for high-throughput point-of-care diagnostics
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2016.09.021
– volume: 172
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib11
  article-title: Application of smartphone-based spectroscopy to biosample analysis: a review
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2020.112788
– volume: 242
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib48
  article-title: A smartphone-based fluorescent sensor for rapid detection of multiple pathogenic bacteria
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2023.115744
– volume: 11
  start-page: 13
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib6
  article-title: Highly sensitive plasmonic paper substrate fabricated via amphiphilic polymer self-assembly in microdroplet for detection of emerging pharmaceutical pollutants
  publication-title: Nano. Convergence
  doi: 10.1186/s40580-024-00420-x
– year: 2024
  ident: 10.1016/j.trac.2024.118103_bib9
– volume: 143
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib79
  article-title: Single biomolecule imaging by electrochemiluminescence
  publication-title: J. Am. Chem. Soc.
  doi: 10.1021/jacs.1c06673
– volume: 5
  start-page: 870
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib43
  article-title: A smartphone-based sensing system for on-site quantitation of multiple heavy metal ions using fluorescent carbon nanodots-based microarrays
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.0c00219
– volume: 6
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib56
  article-title: Design a new strategy based on nanoparticle-enhanced chemiluminescence sensor array for biothiols discrimination
  publication-title: Sci. Rep.
  doi: 10.1038/srep32160
– volume: 66
  start-page: 169
  year: 2015
  ident: 10.1016/j.trac.2024.118103_bib116
  article-title: Graphene-based rapid and highly-sensitive immunoassay for C-reactive protein using a smartphone-based colorimetric reader
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2014.11.017
– volume: 23
  start-page: 3424
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib70
  article-title: Smartphone-based portable photoelectrochemical biosensing system for point-of-care detection of urine creatinine and albumin
  publication-title: Lab Chip
  doi: 10.1039/D3LC00238A
– volume: 408
  start-page: 7001
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib72
  article-title: Analytical electrochemiluminescence
  publication-title: Anal. Bioanal. Chem.
  doi: 10.1007/s00216-016-9837-9
– volume: 64
  start-page: 63
  year: 2015
  ident: 10.1016/j.trac.2024.118103_bib117
  article-title: A simple and compact smartphone accessory for quantitative chemiluminescence-based lateral flow immunoassay for salivary cortisol detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2014.08.048
– volume: 277
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib28
  article-title: Accelerated and precise identification of antioxidants and pesticides using a smartphone-based colorimetric sensor array
  publication-title: Talanta
  doi: 10.1016/j.talanta.2024.126275
– volume: 54
  start-page: 2073
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib57
  article-title: The emergence of aqueous chemiluminescence: new promising class of phenoxy 1,2-dioxetane luminophores
  publication-title: Chem. Commun.
  doi: 10.1039/C8CC00428E
– volume: 209
  start-page: 677
  year: 2015
  ident: 10.1016/j.trac.2024.118103_bib61
  article-title: Audio jack based miniaturized mobile phone electrochemical sensing platform
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2014.12.017
– volume: 10
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib100
  article-title: Point-of-care system for rapid real-time detection of SARS-CoV-2 virus based on commercially available Arduino platforms
  publication-title: Front. Bioeng. Biotechnol.
  doi: 10.3389/fbioe.2022.917573
– year: 2021
  ident: 10.1016/j.trac.2024.118103_bib3
– volume: 266
  start-page: 63
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib20
  article-title: A simple and compact smartphone-based device for the quantitative readout of colloidal gold lateral flow immunoassay strips
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2018.03.110
– volume: 88
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib67
  article-title: Uric acid monitoring with a smartphone as the electrochemical analyzer
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.6b04345
– volume: 246
  start-page: 455
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib91
  article-title: Smart bandage with wireless connectivity for optical monitoring of pH
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2017.02.095
– volume: 174
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib39
  article-title: Application of artificial intelligence (AI)-enhanced biochemical sensing in molecular diagnosis and imaging analysis: advancing and challenges
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 246
  start-page: 748
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib113
  article-title: Passive and wireless near field communication tag sensors for biochemical sensing with smartphone
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2017.02.149
– volume: 24
  start-page: 205
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib128
  article-title: Antibiotic resistance genes as an emerging environmental contaminant
  publication-title: Environ. Rev.
  doi: 10.1139/er-2015-0069
– volume: 326
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib92
  article-title: NFC-enabling smartphone-based portable amperometric immunosensor for hepatitis B virus detection
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2020.128825
– volume: 90
  start-page: 7391
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib86
  article-title: A nanozyme- and ambient light-based smartphone platform for simultaneous detection of dual biomarkers from exposure to organophosphorus pesticides
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.8b00837
– volume: 193
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib71
  article-title: Smartphone-based photoelectrochemical biosensing system with graphitic carbon nitride/gold nanoparticles modified electrodes for matrix metalloproteinase-2 detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2021.113572
– volume: 90
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib94
  article-title: Cost-effective, wireless, portable device for estimation of hexavalent chromium, fluoride, and iron in drinking water
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.8b03337
– volume: 196
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib95
  article-title: A photoresistor-based portable digital sensor for rapid colorimetric detection of Arsenic
  publication-title: Microchem. J.
  doi: 10.1016/j.microc.2023.109574
– volume: 444
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib73
  article-title: Portable, intelligent MIECL sensing platform for ciprofloxacin detection using a fast convolutional neural networks-assisted Tb@Lu2O3 nanoemitter
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2024.138656
– volume: 480
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib36
  article-title: Smartphone-assisted colorimetric sensor arrays based on nanozymes for high throughput identification of heavy metal ions in salmon
  publication-title: J. Hazard Mater.
  doi: 10.1016/j.jhazmat.2024.135887
– volume: 458
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib42
  article-title: Ratiometric fluorescent signals-driven smartphone-based portable sensors for onsite visual detection of food contaminants
  publication-title: Coord. Chem. Rev.
  doi: 10.1016/j.ccr.2022.214442
– volume: 89
  start-page: 8609
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib68
  article-title: Smartphone-powered electrochemical dongle for point-of-care monitoring of blood β-ketone
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.7b02531
– volume: 50
  start-page: 225
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib97
  article-title: Point of care detection of potassium in saliva using colorimetric optical absorption
  publication-title: Mater. Today Proc.
  doi: 10.1016/j.matpr.2021.05.315
– volume: 21
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib46
  article-title: Smartphone-enhanced nanozyme sensors: colorimetric and fluorescence sensing techniques
  publication-title: Biosens. Bioelectron. X
– volume: 135
  start-page: 572
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib90
  article-title: A sensor-centric survey on the development of smartphone measurement and sensing systems
  publication-title: Measurement
  doi: 10.1016/j.measurement.2018.12.014
– volume: 91
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib127
  article-title: Aptamer-based fluorescent sensor array for multiplexed detection of cyanotoxins on a smartphone
  publication-title: Anal. Chem.
– volume: 235
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib38
  article-title: The convergence of traditional and digital biomarkers through AI-assisted biosensing: a new era in translational diagnostics?
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2023.115387
– volume: 141
  start-page: 3052
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib99
  article-title: Selective, fast-response, and regenerable metal–organic framework for sampling excess fluoride levels in drinking water
  publication-title: J. Am. Chem. Soc.
  doi: 10.1021/jacs.8b11907
– volume: 89
  start-page: 767
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib124
  article-title: Low-cost, robust, and field portable smartphone platform photometric sensor for fluoride level detection in drinking water
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.6b03424
– volume: 168
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib10
  article-title: Smartphone-based digital images in analytical chemistry: why, when, and how to use
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
– volume: 88
  start-page: 2006
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib80
  article-title: Electrochemical visualization of intracellular hydrogen peroxide at single cells
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.6b00150
– volume: 446
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib47
  article-title: An ultrasensitive smartphone-assisted bicolor-ratiometric fluorescence sensing platform based on a “noise purifier” for point-of-care testing of pathogenic bacteria in food
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2024.138805
– volume: 411
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib50
  article-title: Dual-responsive luminescent dye@MOF hybrids for ratiometric trace detection, colorimetric visualization, and precise discrimination of tetracycline antibiotics
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2024.135793
– volume: 456
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib51
  article-title: Rapid detection and quantification of milk adulterants using a nanoclusters-based fluorescent optical tongue
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2024.139973
– volume: 70
  start-page: 1
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib75
  article-title: Miniaturized electrochemiluminescence platform with laser-induced graphene-based single electrode for interference-free sensing of dopamine, xanthine, and glucose
  publication-title: IEEE Trans. Instrum. Meas.
  doi: 10.1109/TIM.2021.3071215
– volume: 11
  start-page: 187
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib24
  article-title: Screen-printed graphite electrode on polyvinyl chloride and parchment strips integrated with genetic programming for in situ nitrate sensing of aquaponic pond water
  publication-title: Inf. Process. Agric.
– volume: 16
  start-page: 943
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib93
  article-title: Novel developments in mobile sensing based on the integration of microfluidic devices and smartphones
  publication-title: Lab Chip
  doi: 10.1039/C5LC01524C
– volume: 448
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib83
  article-title: A novel GSH-capping MXene QD-based ECL biosensor for the detection of miRNA221 in triple-negative breast cancer tumor
  publication-title: Chem. Eng. J.
  doi: 10.1016/j.cej.2022.137636
– volume: 184
  start-page: 323
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib107
  article-title: Amplification-free detection of SARS-CoV-2 with CRISPR-Cas13a and mobile phone microscopy
  publication-title: Cell
  doi: 10.1016/j.cell.2020.12.001
– volume: 671
  start-page: 423
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib66
  article-title: Portable electrochemical sensor for adrenaline detection using CoNi-MOF-based CS-PAM hydrogel
  publication-title: J. Colloid Interface Sci.
  doi: 10.1016/j.jcis.2024.05.195
– volume: 80
  start-page: 3699
  year: 2008
  ident: 10.1016/j.trac.2024.118103_bib16
  article-title: Simple telemedicine for developing regions: camera phones and paper-based microfluidic devices for real-time, off-site diagnosis
  publication-title: Anal. Chem.
  doi: 10.1021/ac800112r
– volume: 11
  start-page: 6261
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib109
  article-title: Household fluorescent lateral flow strip platform for sensitive and quantitative prognosis of heart failure using dual-color upconversion nanoparticles
  publication-title: ACS Nano
  doi: 10.1021/acsnano.7b02466
– volume: 166
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib2
  article-title: The mysterious mass death of marine organisms on the Kamchatka Peninsula: a consequence of a technogenic impact on the environment or a natural phenomenon?
  publication-title: Mar. Pollut. Bull.
  doi: 10.1016/j.marpolbul.2021.112175
– volume: 4
  year: 2014
  ident: 10.1016/j.trac.2024.118103_bib53
  article-title: Design principles of chemiluminescence (CL) chemodosimeter for self-signaling detection: luminol protective approach
  publication-title: RSC Adv.
  doi: 10.1039/C4RA08182J
– volume: e4611
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib4
  article-title: Solvent-resistant microfluidic paper-based analytical device/spray mass spectrometry for quantitative analysis of C18-ceramide biomarker
  publication-title: J. Mass Spectrom. n/a
– volume: 79
  start-page: 317
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib18
  article-title: Smartphone-based biosensors: a critical review and perspectives
  publication-title: TrAC Trends Anal. Chem. (Reference Ed.)
  doi: 10.1016/j.trac.2015.10.019
– volume: 143
  start-page: 1670
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib49
  article-title: A smartphone-based double-channel fluorescence setup for immunoassay of a carcinoembryonic antigen using CuS nanoparticles for signal amplification
  publication-title: Analyst
  doi: 10.1039/C7AN01988B
– volume: 461
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib5
  article-title: Novel molecularly imprinted nanogel modified microfluidic paper-based SERS substrate for simultaneous detection of bisphenol A and bisphenol S traces in plastics
  publication-title: J. Hazard Mater.
  doi: 10.1016/j.jhazmat.2023.132561
– volume: 168
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib115
  article-title: Towards smart personalized perspiration analysis: an IoT-integrated cellulose-based microfluidic wearable patch for smartphone fluorimetric multi-sensing of sweat biomarkers
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2020.112450
– volume: 406
  year: 2023
  ident: 10.1016/j.trac.2024.118103_bib27
  article-title: A colorimetric smartphone-based sensor for on-site AA detection in tropical fruits using Fe-P/NC single-atom nanoenzyme
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2022.135017
– volume: 297
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib122
  article-title: Electrogenerated chemiluminescence on smartphone with graphene quantum dots nanocomposites for Escherichia Coli detection
  publication-title: Sens. Actuators, B
  doi: 10.1016/j.snb.2019.126811
– volume: 10
  start-page: 5014
  year: 2018
  ident: 10.1016/j.trac.2024.118103_bib130
  article-title: Smartphone-based VOC sensor using colorimetric polydiacetylenes
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.7b18121
– volume: 106
  start-page: 451
  year: 2011
  ident: 10.1016/j.trac.2024.118103_bib110
  article-title: Human exhaled breath analysis
  publication-title: Ann. Allergy Asthma Immunol.
  doi: 10.1016/j.anai.2011.02.016
– volume: 16
  start-page: 1927
  year: 2016
  ident: 10.1016/j.trac.2024.118103_bib118
  article-title: A portable smart phone-based plasmonic nanosensor readout platform that measures transmitted light intensities of nanosubstrates using an ambient light sensor
  publication-title: Lab Chip
  doi: 10.1039/C6LC00083E
– volume: 143
  start-page: 178
  year: 2015
  ident: 10.1016/j.trac.2024.118103_bib120
  article-title: A wireless potentiostat for mobile chemical sensing and biosensing
  publication-title: Talanta
  doi: 10.1016/j.talanta.2015.05.028
– volume: 6
  year: 2022
  ident: 10.1016/j.trac.2024.118103_bib19
  article-title: Testing a drop of liquid using smartphone LiDAR
  publication-title: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
  doi: 10.1145/3517256
– volume: 2
  start-page: 1458
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib131
  article-title: Development of an inexpensive RGB color sensor for the detection of hydrogen cyanide gas
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.7b00396
– volume: 198
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib31
  article-title: Smartphone-based colorimetric sensor using Fe-N-P-C single-atom nanozymes with boosted activity for sensitive detection of S2
  publication-title: Microchem. J.
  doi: 10.1016/j.microc.2024.110169
– volume: 32
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib33
  article-title: Smartphone-based colorimetric sensor application for measuring biochemical material concentration
  publication-title: Sens. Bio-Sens. Res.
– volume: 5
  start-page: 949
  year: 2019
  ident: 10.1016/j.trac.2024.118103_bib58
  article-title: Recent advances and challenges in luminescent imaging: bright outlook for chemiluminescence of dioxetanes in water
  publication-title: ACS Cent. Sci.
  doi: 10.1021/acscentsci.9b00372
– volume: 58
  start-page: 77
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib12
  article-title: Smartphone technology facilitates point-of-care nucleic acid diagnosis: a beginner's guide
  publication-title: Crit. Rev. Clin. Lab Sci.
  doi: 10.1080/10408363.2020.1781779
– volume: 450
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib37
  article-title: Nanozymes sensor array for discrimination and intelligent sensing of phenolic acids in food
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2024.139326
– ident: 10.1016/j.trac.2024.118103_bib44
– volume: 93
  start-page: 94
  year: 2017
  ident: 10.1016/j.trac.2024.118103_bib102
  article-title: Smartphone-based sensing system using ZnO and graphene modified electrodes for VOCs detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2016.09.084
– volume: 11
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib62
  article-title: Smartphone-based NFC potentiostat for wireless electrochemical sensing
  publication-title: Appl. Sci.
  doi: 10.3390/app11010392
– volume: 331
  year: 2021
  ident: 10.1016/j.trac.2024.118103_bib76
  article-title: Simultaneous detection of Vitamin B12 and Vitamin C from real samples using miniaturized laser-induced graphene based electrochemiluminescence device with closed bipolar electrode
  publication-title: Sens. Actuators A Phys.
  doi: 10.1016/j.sna.2021.112831
– volume: 28
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib111
  article-title: Low-cost and real-time color detector developments for glucose biosensor
  publication-title: Sens. Bio-Sens. Res.
– volume: 8
  start-page: 35
  year: 2024
  ident: 10.1016/j.trac.2024.118103_bib40
  article-title: An artificial intelligence-assisted microfluidic colorimetric wearable sensor system for monitoring of key tear biomarkers
  publication-title: npj Flex. Electronics
  doi: 10.1038/s41528-024-00321-3
– volume: 59
  year: 2020
  ident: 10.1016/j.trac.2024.118103_bib81
  article-title: Intracellular wireless analysis of single cells by bipolar electrochemiluminescence confined in a nanopipette
  publication-title: Angew. Chem. Int. Ed.
SSID ssj0006009
Score 2.481624
SecondaryResourceType review_article
Snippet Recent SARS-CoV-2 pandemic and environmental disasters have emphasized the importance of rapid and efficient sensing platforms. Scientists have focused on...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 118103
SubjectTerms Arduino microcontroller
Environmental sensor
Healthcare sensor
POCT
Smartphone
Title Recent progress in Arduino- and smartphone-based sensors for biochemical and environmental analysis
URI https://dx.doi.org/10.1016/j.trac.2024.118103
Volume 183
WOSCitedRecordID wos001390576000001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  issn: 0165-9936
  databaseCode: AIEXJ
  dateStart: 19950101
  customDbUrl:
  isFulltext: true
  dateEnd: 99991231
  titleUrlDefault: https://www.sciencedirect.com
  omitProxy: false
  ssIdentifier: ssj0006009
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1La9tAEF5cp9BeSp8kfbGH3oKMrLeOxqS0pZhCHfBN7MuJ7EQyimxS_5T-2s7saiUlDaEt9CKb9e5a7Hxovx19M0PIB2_p-syTkSOWiYIDyjJwGAu4w10lA095keC6asnXeDZLFov022Dw08bC7C7iokiur9PNfzU1tIGxMXT2L8zdTgoN8B2MDlcwO1z_yPBABPH9vhZe4WMMHRqV3OZF6eg3BVeXMAgV6crBLQwa4CSLJXe0cDPHClpdCoFeHJxuMRlM-ox2Xk2m2uituFb3Mi5yYcvJaU-FLntfHSs56vkfMGN0vil3RsNfrcvLTvRxui_XvFT6N-i3Pt-XctXpBmZn50bqOzvb_lAFfJSiBfA-35d24G7Najuu8XB4oRVFW7fbb6E3xhMahQ6Qq-jmo9y_c1swHorVqK4Ypq30ghHG27p-twm20sTvODHOi-LaMIniB-TAi8M0GZKDyeeTxZd2nweqmJrM8eZGmpAsox68_U93054elZk_JU-aMwidGOw8IwNVPCePptZWL4gwGKIWQzQvqMUQBVjQ2xiiDYYoYIj2MKQ738AQtRh6SU4_nsynn5ymGocjfNetHRUnnHuhjMRS-RyIsUoVC0WoxmMmEonUVqWBcLlgwHBShuJAzrE-qQqAVEr_FRkWcF-HhAZpAsSfM-VHMpCuShkQVUzUBIf_IAr5ERnbxcpEk6oeK6ZcZFaTuMpwgTNc4Mws8BE5bsdsTKKWe3uH1gZZQzUNhcwAMveMe_2P496Qxx2y35JhXW3VO_JQ7Or8qnrfIOsXRw-ohQ
linkProvider Elsevier
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Recent+progress+in+Arduino-+and+smartphone-based+sensors+for+biochemical+and+environmental+analysis&rft.jtitle=TrAC%2C+Trends+in+analytical+chemistry+%28Regular+ed.%29&rft.au=Sharipov%2C+Mirkomil&rft.au=Uzokboev%2C+Shakhzodjon&rft.au=Nghia%2C+Nguyen+Ngoc&rft.au=Azizov%2C+Shavkatjon&rft.date=2025-02-01&rft.pub=Elsevier+B.V&rft.issn=0165-9936&rft.volume=183&rft_id=info:doi/10.1016%2Fj.trac.2024.118103&rft.externalDocID=S0165993624005867
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0165-9936&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0165-9936&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0165-9936&client=summon