Decision Tree Algorithm−Based Prediction of Vulnerability to Depressive and Anxiety Symptoms in Caregivers of Children With Glaucoma
Development and validation of a decision tree model (DTM) for prediction of mental health status in Korean caregivers of children with glaucoma. Cross-sectional study. Caregivers of children younger than 18 years with diagnosed primary childhood glaucoma (n = 42), secondary childhood glaucoma (n = 5...
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| Vydáno v: | American journal of ophthalmology Ročník 239; s. 90 - 97 |
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01.07.2022
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| ISSN: | 0002-9394, 1879-1891, 1879-1891 |
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| Abstract | Development and validation of a decision tree model (DTM) for prediction of mental health status in Korean caregivers of children with glaucoma.
Cross-sectional study.
Caregivers of children younger than 18 years with diagnosed primary childhood glaucoma (n = 42), secondary childhood glaucoma (n = 51), and glaucoma suspect (GS; n = 36) were prospectively enrolled at Seoul National University Children's Hospital, Seoul, Korea. The participants completed 2 questionnaires, the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item Generalized Anxiety Disorder (GAD-7) Assessment. A DTM analysis for discrimination of those with moderate-to-severe depressive (PHQ-9 score ≥10) and anxiety (GAD-7 score ≥11) symptoms was performed with recursive partitioning algorithms based on the obtained clinical, demographic, and socioeconomic data.
The mean PHQ-9 and GAD-7 scores did not significantly differ among the 3 groups (P = .823 for PHQ-9 score; P = .730 for GAD-7 score). The DTM's balanced accuracies were 0.875 (95% CI = 0.778-0.972) for the PHQ-9 score and 0.880 (95% CI = 0.800–0.960) for theGAD-7 score. The DTM of the PHQ-9 revealed that in caregivers of children with glaucoma, depressive symptoms should be strongly suspected when (1) the child has undergone more than 2 glaucoma surgeries; or (2) the visual acuity (VA, converted to logarithm of minimum angle of resolution [logMAR]) in the better eye is worse than 0.4 if the child has had only 1 or no surgery.
Evaluation of the number of glaucoma surgeries and VA in the better eye can be a useful decision support tool in predicting mental illness in caregivers of children with glaucoma. |
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| AbstractList | Development and validation of a decision tree model (DTM) for prediction of mental health status in Korean caregivers of children with glaucoma.
Cross-sectional study.
Caregivers of children younger than 18 years with diagnosed primary childhood glaucoma (n = 42), secondary childhood glaucoma (n = 51), and glaucoma suspect (GS; n = 36) were prospectively enrolled at Seoul National University Children's Hospital, Seoul, Korea. The participants completed 2 questionnaires, the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item Generalized Anxiety Disorder (GAD-7) Assessment. A DTM analysis for discrimination of those with moderate-to-severe depressive (PHQ-9 score ≥10) and anxiety (GAD-7 score ≥11) symptoms was performed with recursive partitioning algorithms based on the obtained clinical, demographic, and socioeconomic data.
The mean PHQ-9 and GAD-7 scores did not significantly differ among the 3 groups (P = .823 for PHQ-9 score; P = .730 for GAD-7 score). The DTM's balanced accuracies were 0.875 (95% CI = 0.778-0.972) for the PHQ-9 score and 0.880 (95% CI = 0.800–0.960) for theGAD-7 score. The DTM of the PHQ-9 revealed that in caregivers of children with glaucoma, depressive symptoms should be strongly suspected when (1) the child has undergone more than 2 glaucoma surgeries; or (2) the visual acuity (VA, converted to logarithm of minimum angle of resolution [logMAR]) in the better eye is worse than 0.4 if the child has had only 1 or no surgery.
Evaluation of the number of glaucoma surgeries and VA in the better eye can be a useful decision support tool in predicting mental illness in caregivers of children with glaucoma. PURPOSEDevelopment and validation of a decision tree model (DTM) for prediction of mental health status in Korean caregivers of children with glaucoma.DESIGNCross-sectional study.METHODSCaregivers of children younger than 18 years with diagnosed primary childhood glaucoma (n = 42), secondary childhood glaucoma (n = 51), and glaucoma suspect (GS; n = 36) were prospectively enrolled at Seoul National University Children's Hospital, Seoul, Korea. The participants completed 2 questionnaires, the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item Generalized Anxiety Disorder (GAD-7) Assessment. A DTM analysis for discrimination of those with moderate-to-severe depressive (PHQ-9 score ≥10) and anxiety (GAD-7 score ≥11) symptoms was performed with recursive partitioning algorithms based on the obtained clinical, demographic, and socioeconomic data.RESULTSThe mean PHQ-9 and GAD-7 scores did not significantly differ among the 3 groups (P = .823 for PHQ-9 score; P = .730 for GAD-7 score). The DTM's balanced accuracies were 0.875 (95% CI = 0.778-0.972) for the PHQ-9 score and 0.880 (95% CI = 0.800–0.960) for theGAD-7 score. The DTM of the PHQ-9 revealed that in caregivers of children with glaucoma, depressive symptoms should be strongly suspected when (1) the child has undergone more than 2 glaucoma surgeries; or (2) the visual acuity (VA, converted to logarithm of minimum angle of resolution [logMAR]) in the better eye is worse than 0.4 if the child has had only 1 or no surgery.CONCLUSIONSEvaluation of the number of glaucoma surgeries and VA in the better eye can be a useful decision support tool in predicting mental illness in caregivers of children with glaucoma. Development and validation of a decision tree model (DTM) for prediction of mental health status in Korean caregivers of children with glaucoma.PURPOSEDevelopment and validation of a decision tree model (DTM) for prediction of mental health status in Korean caregivers of children with glaucoma.Cross-sectional study.DESIGNCross-sectional study.Caregivers of children younger than 18 years with diagnosed primary childhood glaucoma (n = 42), secondary childhood glaucoma (n = 51), and glaucoma suspect (GS; n = 36) were prospectively enrolled at Seoul National University Children's Hospital, Seoul, Korea. The participants completed 2 questionnaires, the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item Generalized Anxiety Disorder (GAD-7) Assessment. A DTM analysis for discrimination of those with moderate-to-severe depressive (PHQ-9 score ≥10) and anxiety (GAD-7 score ≥11) symptoms was performed with recursive partitioning algorithms based on the obtained clinical, demographic, and socioeconomic data.METHODSCaregivers of children younger than 18 years with diagnosed primary childhood glaucoma (n = 42), secondary childhood glaucoma (n = 51), and glaucoma suspect (GS; n = 36) were prospectively enrolled at Seoul National University Children's Hospital, Seoul, Korea. The participants completed 2 questionnaires, the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item Generalized Anxiety Disorder (GAD-7) Assessment. A DTM analysis for discrimination of those with moderate-to-severe depressive (PHQ-9 score ≥10) and anxiety (GAD-7 score ≥11) symptoms was performed with recursive partitioning algorithms based on the obtained clinical, demographic, and socioeconomic data.The mean PHQ-9 and GAD-7 scores did not significantly differ among the 3 groups (P = .823 for PHQ-9 score; P = .730 for GAD-7 score). The DTM's balanced accuracies were 0.875 (95% CI = 0.778-0.972) for the PHQ-9 score and 0.880 (95% CI = 0.800-0.960) for theGAD-7 score. The DTM of the PHQ-9 revealed that in caregivers of children with glaucoma, depressive symptoms should be strongly suspected when (1) the child has undergone more than 2 glaucoma surgeries; or (2) the visual acuity (VA, converted to logarithm of minimum angle of resolution [logMAR]) in the better eye is worse than 0.4 if the child has had only 1 or no surgery.RESULTSThe mean PHQ-9 and GAD-7 scores did not significantly differ among the 3 groups (P = .823 for PHQ-9 score; P = .730 for GAD-7 score). The DTM's balanced accuracies were 0.875 (95% CI = 0.778-0.972) for the PHQ-9 score and 0.880 (95% CI = 0.800-0.960) for theGAD-7 score. The DTM of the PHQ-9 revealed that in caregivers of children with glaucoma, depressive symptoms should be strongly suspected when (1) the child has undergone more than 2 glaucoma surgeries; or (2) the visual acuity (VA, converted to logarithm of minimum angle of resolution [logMAR]) in the better eye is worse than 0.4 if the child has had only 1 or no surgery.Evaluation of the number of glaucoma surgeries and VA in the better eye can be a useful decision support tool in predicting mental illness in caregivers of children with glaucoma.CONCLUSIONSEvaluation of the number of glaucoma surgeries and VA in the better eye can be a useful decision support tool in predicting mental illness in caregivers of children with glaucoma. |
| Author | Wy, Seoyoung Ha, Ahnul Lee, Yun Jeong Bak, Eunoo Jang, Mirinae Lee, Seung Chan Kim, Young Kook Jeoung, Jin Wook Choe, Sooyeon Park, Ki Ho |
| Author_xml | – sequence: 1 givenname: Seoyoung surname: Wy fullname: Wy, Seoyoung organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 2 givenname: Sooyeon orcidid: 0000-0001-8431-4768 surname: Choe fullname: Choe, Sooyeon organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 3 givenname: Yun Jeong surname: Lee fullname: Lee, Yun Jeong organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 4 givenname: Eunoo surname: Bak fullname: Bak, Eunoo organization: Department of Ophthalmology, Uijeongbu Eulji Medical Center, Uijeongbu, Korea – sequence: 5 givenname: Mirinae surname: Jang fullname: Jang, Mirinae organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 6 givenname: Seung Chan surname: Lee fullname: Lee, Seung Chan organization: Department of Ophthalmology, Doctor Lee's Eye Clinic, Suwon-si, Korea – sequence: 7 givenname: Ahnul orcidid: 0000-0003-4211-7971 surname: Ha fullname: Ha, Ahnul organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 8 givenname: Jin Wook orcidid: 0000-0002-1690-1239 surname: Jeoung fullname: Jeoung, Jin Wook organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 9 givenname: Ki Ho surname: Park fullname: Park, Ki Ho organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea – sequence: 10 givenname: Young Kook orcidid: 0000-0002-6037-8449 surname: Kim fullname: Kim, Young Kook email: md092@naver.com organization: Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea |
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| Cites_doi | 10.1186/s12888-020-02885-6 10.1016/j.genhosppsych.2013.04.006 10.1007/s10826-021-02026-x 10.3389/fpsyt.2018.00390 10.1038/nbt0908-1011 10.5301/ejo.5000238 10.1016/j.ajo.2019.05.003 10.1038/sj.eye.6702324 10.1023/A:1009744630224 10.1001/jama.282.18.1737 10.1016/S0031-3955(02)00110-4 10.4103/2249-4863.192360 10.1016/j.ogla.2019.01.006 10.1007/s10826-005-5054-4 10.1007/s10995-020-02896-5 10.1016/j.jaapos.2005.10.001 10.1155/2015/393670 10.1093/jpepsy/jsv012 10.1016/j.phrp.2015.05.003 10.1001/archinte.166.10.1092 10.1136/thoraxjnl-2014-205983 10.1167/iovs.14-15905 10.3109/08820538.2013.771196 10.1097/IJG.0000000000001357 10.4103/0301-4738.191493 10.1007/s11136-011-9991-7 10.1016/j.ophtha.2014.05.010 10.1007/s12098-016-2267-z 10.1097/MLR.0b013e318160d093 10.1016/0090-2616(79)90027-5 10.1016/j.jaapos.2013.09.010 10.1001/jamaophthalmol.2014.856 10.1007/s12529-013-9289-y |
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| References | Armstrong, Birnie-Lefcovitch, Ungar (bib0011) 2005; 14 Sharma, Seth, Jawade, Ingale, Setia (bib0007) 2017; 84 Kocalevent, Hinz, Brähler (bib0017) 2013; 35 Kang, Ko, Kim (bib0014) 2015; 6 Sun, Fu, Bo, Mao, Ma, Wang (bib0016) 2020; 20 Quittner, Goldbeck, Abbott (bib0032) 2014; 69 Kantipuly, Pillai, Shroff (bib0009) 2019; 205 Scuderi, Iacovello, Pranno, Plateroti, Scuderi (bib0027) 2015; 2015 Sheehan, Hiscock, Massie, Jaffe, Hay (bib0030) 2014; 21 Batra, Agrawal (bib0021) 2018 Mandal, Gothwal, Nutheti (bib0004) 2007; 21 Yaqoob, Khan, Khemani (bib0033) 2018; 10 Beck, Chang (bib0012) 2013 Gothwal, Bharani, Mandal (bib0035) 2015; 56 AlQurashi, Mocan, AlDarrab (bib0010) 2019; 28 Poley, Brouwer, van Exel, Tibboel (bib0006) 2012; 21 Sequeira, Morrow, Silk, Kolko, Pilkonis, Lindhiem (bib0037) 2021; 30 Dada, Aggarwal, Bali, Wadhwani, Tinwala, Sagar (bib0005) 2013; 23 Agresti, Min (bib0013) 2002; 32611 Tomitaka, Kawasaki, Ide, Akutagawa, Ono, Furukawa (bib0036) 2018; 9 Ganjiwale, Ganjiwale, Sharma, Mishra (bib0008) 2016; 5 Masefield, Prady, Sheldon, Small, Jarvis, Pickett (bib0034) 2020; 24 Khare, Rohatgi, Bhatia, Dhaliwal (bib0038) 2016; 64 Spitzer, Kroenke, Williams, Löwe (bib0018) 2006; 166 Spencer, Shulruf, McPherson (bib0026) 2019; 2 Freedman, Jones, Lin, Stinnett, Muir (bib0039) 2014; 18 Löwe, Decker, Müller (bib0019) 2008 Spitzer, Kroenke, Williams (bib0015) 1999; 282 Alodhayb, Morales, Edward, Abu-Amero (bib0003) 2013; 28 Weinreb, Grajewski, Papadopoulos, Grigg, Freedman (bib0002) 2013 Duncan (bib0020) 1979; 7 Easter, Sharpe, J Hunt (bib0031) 2015; 40 Murthy (bib0023) 1998; 2 Biglan (bib0024) 2006; 10 Boland, Chang, Frazier, Plyler, Friedman (bib0028) 2014; 132 Chen, Chen, Francis (bib0029) 2014; 121 Edward, Al Dawood, Al Salman, Al Houssien, Al Shahwan, Khandekar (bib0025) 2018; 59 Kipp (bib0001) 2003; 50 Kingsford, Salzberg (bib0022) 2008; 26 Easter (10.1016/j.ajo.2022.01.025_bib0031) 2015; 40 Kipp (10.1016/j.ajo.2022.01.025_bib0001) 2003; 50 Boland (10.1016/j.ajo.2022.01.025_bib0028) 2014; 132 Sequeira (10.1016/j.ajo.2022.01.025_bib0037) 2021; 30 Weinreb (10.1016/j.ajo.2022.01.025_bib0002) 2013 Sheehan (10.1016/j.ajo.2022.01.025_bib0030) 2014; 21 Löwe (10.1016/j.ajo.2022.01.025_bib0019) 2008 Poley (10.1016/j.ajo.2022.01.025_bib0006) 2012; 21 Batra (10.1016/j.ajo.2022.01.025_bib0021) 2018 Edward (10.1016/j.ajo.2022.01.025_bib0025) 2018; 59 Kocalevent (10.1016/j.ajo.2022.01.025_bib0017) 2013; 35 AlQurashi (10.1016/j.ajo.2022.01.025_bib0010) 2019; 28 Dada (10.1016/j.ajo.2022.01.025_bib0005) 2013; 23 Sharma (10.1016/j.ajo.2022.01.025_bib0007) 2017; 84 Freedman (10.1016/j.ajo.2022.01.025_bib0039) 2014; 18 Agresti (10.1016/j.ajo.2022.01.025_bib0013) 2002; 32611 Chen (10.1016/j.ajo.2022.01.025_bib0029) 2014; 121 Duncan (10.1016/j.ajo.2022.01.025_bib0020) 1979; 7 Spencer (10.1016/j.ajo.2022.01.025_bib0026) 2019; 2 Armstrong (10.1016/j.ajo.2022.01.025_bib0011) 2005; 14 Kang (10.1016/j.ajo.2022.01.025_bib0014) 2015; 6 Quittner (10.1016/j.ajo.2022.01.025_bib0032) 2014; 69 Spitzer (10.1016/j.ajo.2022.01.025_bib0015) 1999; 282 Kantipuly (10.1016/j.ajo.2022.01.025_bib0009) 2019; 205 Beck (10.1016/j.ajo.2022.01.025_bib0012) 2013 Mandal (10.1016/j.ajo.2022.01.025_bib0004) 2007; 21 Biglan (10.1016/j.ajo.2022.01.025_bib0024) 2006; 10 Yaqoob (10.1016/j.ajo.2022.01.025_bib0033) 2018; 10 Scuderi (10.1016/j.ajo.2022.01.025_bib0027) 2015; 2015 Sun (10.1016/j.ajo.2022.01.025_bib0016) 2020; 20 Khare (10.1016/j.ajo.2022.01.025_bib0038) 2016; 64 Tomitaka (10.1016/j.ajo.2022.01.025_bib0036) 2018; 9 Ganjiwale (10.1016/j.ajo.2022.01.025_bib0008) 2016; 5 Masefield (10.1016/j.ajo.2022.01.025_bib0034) 2020; 24 Murthy (10.1016/j.ajo.2022.01.025_bib0023) 1998; 2 Spitzer (10.1016/j.ajo.2022.01.025_bib0018) 2006; 166 Kingsford (10.1016/j.ajo.2022.01.025_bib0022) 2008; 26 Alodhayb (10.1016/j.ajo.2022.01.025_bib0003) 2013; 28 Gothwal (10.1016/j.ajo.2022.01.025_bib0035) 2015; 56 |
| References_xml | – volume: 10 start-page: 7 year: 2006 end-page: 21 ident: bib0024 article-title: Glaucoma in children: are we making progress? publication-title: J Am Assoc Pediatr Ophthalmol Strabismus – year: 2013 ident: bib0012 article-title: Definition, classification, differential diagnosis publication-title: Childhood Glaucoma WGA Consensus Series–9 – volume: 6 start-page: 211 year: 2015 end-page: 217 ident: bib0014 article-title: Korea community health survey data profiles publication-title: Osong Public Health Res Persp – start-page: 31 year: 2018 end-page: 36 ident: bib0021 article-title: Comparative analysis of decision tree algorithms publication-title: Nature Inspired Computing – volume: 30 start-page: 2303 year: 2021 end-page: 2314 ident: bib0037 article-title: National norms and correlates of the PHQ-8 and GAD-7 in parents of school-age children publication-title: J Child Family Stud – volume: 166 start-page: 1092 year: 2006 end-page: 1097 ident: bib0018 article-title: A brief measure for assessing generalized anxiety disorder: the GAD-7 publication-title: Arch Intern Med – volume: 21 start-page: 849 year: 2012 end-page: 861 ident: bib0006 article-title: Assessing health-related quality-of-life changes in informal caregivers: an evaluation in parents of children with major congenital anomalies publication-title: Qual Life Res – volume: 28 start-page: 131 year: 2013 end-page: 143 ident: bib0003 article-title: Update on pediatric glaucoma publication-title: Semin Ophthalmol – volume: 132 start-page: 838 year: 2014 end-page: 844 ident: bib0028 article-title: Electronic monitoring to assess adherence with once-daily glaucoma medications and risk factors for nonadherence: the automated dosing reminder study publication-title: JAMA Ophthalmol – volume: 20 start-page: 1 year: 2020 end-page: 7 ident: bib0016 article-title: The reliability and validity of PHQ-9 in patients with major depressive disorder in psychiatric hospital publication-title: BMC Psychiatry – volume: 18 start-page: 95 year: 2014 end-page: 98 ident: bib0039 article-title: Vision-related quality of life in children with glaucoma publication-title: J Am Assoc Pediatr Ophthalmol Strabismus – volume: 24 start-page: 561 year: 2020 end-page: 574 ident: bib0034 article-title: The caregiver health effects of caring for young children with developmental disabilities: a meta-analysis publication-title: Matern Child Health J – volume: 9 start-page: 390 year: 2018 ident: bib0036 article-title: Stability of the distribution of Patient Health Questionnaire-9 scores against age in the general population: data from the National Health and Nutrition Examination Survey publication-title: Front Psychiatry – volume: 35 start-page: 551 year: 2013 end-page: 555 ident: bib0017 article-title: Standardization of the depression screener Patient Health Questionnaire (PHQ-9) in the general population publication-title: Gen Hosp Psychiatry – volume: 5 start-page: 343 year: 2016 end-page: 348 ident: bib0008 article-title: Quality of life and coping strategies of caregivers of children with physical and mental disabilities publication-title: J Family Med Prim Care – volume: 282 start-page: 1737 year: 1999 end-page: 1744 ident: bib0015 article-title: Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study publication-title: JAMA – volume: 69 start-page: 1090 year: 2014 end-page: 1097 ident: bib0032 article-title: Prevalence of depression and anxiety in patients with cystic fibrosis and parent caregivers: results of the International Depression Epidemiological Study across nine countries publication-title: Thorax – volume: 121 start-page: 2107 year: 2014 end-page: 2115 ident: bib0029 article-title: Pediatric glaucoma surgery: a report by the American Academy of Ophthalmology publication-title: Ophthalmology – volume: 40 start-page: 623 year: 2015 end-page: 632 ident: bib0031 article-title: Systematic review and meta-analysis of anxious and depressive symptoms in caregivers of children with asthma publication-title: J Pediatr Psychol – volume: 28 start-page: 965 year: 2019 end-page: 968 ident: bib0010 article-title: Quality of life of caregivers of children with glaucoma in an Arab population: a cross-sectional study publication-title: J Glaucoma – volume: 14 start-page: 269 year: 2005 end-page: 281 ident: bib0011 article-title: Pathways between social support, family well being, quality of parenting, and child resilience: what we know publication-title: J Child Family Stud – volume: 2 start-page: 86 year: 2019 end-page: 93 ident: bib0026 article-title: Factors affecting adherence to topical glaucoma therapy: a quantitative and qualitative pilot study analysis in Sydney, Australia publication-title: Ophthalmol Glaucoma – start-page: 266 year: 2008 end-page: 274 ident: bib0019 article-title: Validation and standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the general population publication-title: Med Care – volume: 32611 start-page: 38545 year: 2002 ident: bib0013 publication-title: On Sample Size Guidelines for Teaching Inference About the Binomial Parameter in Introductory Statistics – volume: 26 start-page: 1011 year: 2008 end-page: 1013 ident: bib0022 article-title: What are decision trees? publication-title: Nat Biotechnol – volume: 21 start-page: 211 year: 2014 end-page: 220 ident: bib0030 article-title: Caregiver coping, mental health and child problem behaviours in cystic fibrosis: a cross-sectional study publication-title: Int J Behav Med – volume: 84 start-page: 188 year: 2017 end-page: 194 ident: bib0007 article-title: Quality of life in children with thalassemia and their caregivers in India publication-title: Indian J Pediatr – volume: 205 start-page: 106 year: 2019 end-page: 114 ident: bib0009 article-title: Caregiver burden in primary congenital glaucoma publication-title: Am J Ophthalmol – volume: 7 start-page: 59 year: 1979 end-page: 80 ident: bib0020 article-title: What is the right organization structure? Decision tree analysis provides the answer publication-title: Organ Dyn – volume: 23 start-page: 324 year: 2013 end-page: 328 ident: bib0005 article-title: Caregiver burden assessment in primary congenital glaucoma publication-title: Eur J Ophthalmol – volume: 50 start-page: 89 year: 2003 end-page: 104 ident: bib0001 article-title: Childhood glaucoma publication-title: Pediatr Clin North Am – volume: 2015 start-page: 393670 year: 2015 ident: bib0027 article-title: Pediatric glaucoma: a literature’s review and analysis of surgical results publication-title: BioMed Res Int – volume: 2 start-page: 345 year: 1998 end-page: 389 ident: bib0023 article-title: Automatic construction of decision trees from data: a multi-disciplinary survey publication-title: Data Mining Knowl Discov – volume: 10 start-page: e2409 year: 2018 ident: bib0033 article-title: Diabetes mellitus in children and its effect on caregivers’ mental health publication-title: Cureus – volume: 64 start-page: 572 year: 2016 ident: bib0038 article-title: Burden and depression in primary caregivers of persons with visual impairment publication-title: Indian J Ophthalmol – volume: 59 start-page: 1258 year: 2018 ident: bib0025 article-title: Adherence to medical treatment in childhood glaucoma publication-title: Invest Ophthalmol Vis Sci – volume: 21 start-page: 764 year: 2007 end-page: 774 ident: bib0004 article-title: Surgical outcome of primary developmental glaucoma: a single surgeon's long-term experience from a tertiary eye care centre in India publication-title: Eye (Lond) – volume: 56 start-page: 770 year: 2015 end-page: 777 ident: bib0035 article-title: Quality of life of caregivers of children with congenital glaucoma: development and validation of a novel questionnaire (CarCGQoL) publication-title: Invest Ophthalmol Vis Sci – year: 2013 ident: bib0002 article-title: Childhood Glaucoma WGA Consensus Series–9 – year: 2013 ident: 10.1016/j.ajo.2022.01.025_bib0002 – volume: 20 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.ajo.2022.01.025_bib0016 article-title: The reliability and validity of PHQ-9 in patients with major depressive disorder in psychiatric hospital publication-title: BMC Psychiatry doi: 10.1186/s12888-020-02885-6 – year: 2013 ident: 10.1016/j.ajo.2022.01.025_bib0012 article-title: Definition, classification, differential diagnosis – volume: 35 start-page: 551 issue: 5 year: 2013 ident: 10.1016/j.ajo.2022.01.025_bib0017 article-title: Standardization of the depression screener Patient Health Questionnaire (PHQ-9) in the general population publication-title: Gen Hosp Psychiatry doi: 10.1016/j.genhosppsych.2013.04.006 – volume: 30 start-page: 2303 issue: 9 year: 2021 ident: 10.1016/j.ajo.2022.01.025_bib0037 article-title: National norms and correlates of the PHQ-8 and GAD-7 in parents of school-age children publication-title: J Child Family Stud doi: 10.1007/s10826-021-02026-x – volume: 9 start-page: 390 year: 2018 ident: 10.1016/j.ajo.2022.01.025_bib0036 article-title: Stability of the distribution of Patient Health Questionnaire-9 scores against age in the general population: data from the National Health and Nutrition Examination Survey publication-title: Front Psychiatry doi: 10.3389/fpsyt.2018.00390 – volume: 26 start-page: 1011 issue: 9 year: 2008 ident: 10.1016/j.ajo.2022.01.025_bib0022 article-title: What are decision trees? publication-title: Nat Biotechnol doi: 10.1038/nbt0908-1011 – volume: 23 start-page: 324 issue: 3 year: 2013 ident: 10.1016/j.ajo.2022.01.025_bib0005 article-title: Caregiver burden assessment in primary congenital glaucoma publication-title: Eur J Ophthalmol doi: 10.5301/ejo.5000238 – volume: 205 start-page: 106 year: 2019 ident: 10.1016/j.ajo.2022.01.025_bib0009 article-title: Caregiver burden in primary congenital glaucoma publication-title: Am J Ophthalmol doi: 10.1016/j.ajo.2019.05.003 – volume: 10 start-page: e2409 issue: 4 year: 2018 ident: 10.1016/j.ajo.2022.01.025_bib0033 article-title: Diabetes mellitus in children and its effect on caregivers’ mental health publication-title: Cureus – start-page: 31 year: 2018 ident: 10.1016/j.ajo.2022.01.025_bib0021 article-title: Comparative analysis of decision tree algorithms – volume: 59 start-page: 1258 issue: 9 year: 2018 ident: 10.1016/j.ajo.2022.01.025_bib0025 article-title: Adherence to medical treatment in childhood glaucoma publication-title: Invest Ophthalmol Vis Sci – volume: 21 start-page: 764 issue: 6 year: 2007 ident: 10.1016/j.ajo.2022.01.025_bib0004 article-title: Surgical outcome of primary developmental glaucoma: a single surgeon's long-term experience from a tertiary eye care centre in India publication-title: Eye (Lond) doi: 10.1038/sj.eye.6702324 – volume: 2 start-page: 345 issue: 4 year: 1998 ident: 10.1016/j.ajo.2022.01.025_bib0023 article-title: Automatic construction of decision trees from data: a multi-disciplinary survey publication-title: Data Mining Knowl Discov doi: 10.1023/A:1009744630224 – volume: 282 start-page: 1737 issue: 18 year: 1999 ident: 10.1016/j.ajo.2022.01.025_bib0015 article-title: Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study publication-title: JAMA doi: 10.1001/jama.282.18.1737 – volume: 50 start-page: 89 issue: 1 year: 2003 ident: 10.1016/j.ajo.2022.01.025_bib0001 article-title: Childhood glaucoma publication-title: Pediatr Clin North Am doi: 10.1016/S0031-3955(02)00110-4 – volume: 5 start-page: 343 issue: 2 year: 2016 ident: 10.1016/j.ajo.2022.01.025_bib0008 article-title: Quality of life and coping strategies of caregivers of children with physical and mental disabilities publication-title: J Family Med Prim Care doi: 10.4103/2249-4863.192360 – volume: 2 start-page: 86 issue: 2 year: 2019 ident: 10.1016/j.ajo.2022.01.025_bib0026 article-title: Factors affecting adherence to topical glaucoma therapy: a quantitative and qualitative pilot study analysis in Sydney, Australia publication-title: Ophthalmol Glaucoma doi: 10.1016/j.ogla.2019.01.006 – volume: 32611 start-page: 38545 year: 2002 ident: 10.1016/j.ajo.2022.01.025_bib0013 – volume: 14 start-page: 269 issue: 2 year: 2005 ident: 10.1016/j.ajo.2022.01.025_bib0011 article-title: Pathways between social support, family well being, quality of parenting, and child resilience: what we know publication-title: J Child Family Stud doi: 10.1007/s10826-005-5054-4 – volume: 24 start-page: 561 issue: 5 year: 2020 ident: 10.1016/j.ajo.2022.01.025_bib0034 article-title: The caregiver health effects of caring for young children with developmental disabilities: a meta-analysis publication-title: Matern Child Health J doi: 10.1007/s10995-020-02896-5 – volume: 10 start-page: 7 issue: 1 year: 2006 ident: 10.1016/j.ajo.2022.01.025_bib0024 article-title: Glaucoma in children: are we making progress? publication-title: J Am Assoc Pediatr Ophthalmol Strabismus doi: 10.1016/j.jaapos.2005.10.001 – volume: 2015 start-page: 393670 year: 2015 ident: 10.1016/j.ajo.2022.01.025_bib0027 article-title: Pediatric glaucoma: a literature’s review and analysis of surgical results publication-title: BioMed Res Int doi: 10.1155/2015/393670 – volume: 40 start-page: 623 issue: 7 year: 2015 ident: 10.1016/j.ajo.2022.01.025_bib0031 article-title: Systematic review and meta-analysis of anxious and depressive symptoms in caregivers of children with asthma publication-title: J Pediatr Psychol doi: 10.1093/jpepsy/jsv012 – volume: 6 start-page: 211 issue: 3 year: 2015 ident: 10.1016/j.ajo.2022.01.025_bib0014 article-title: Korea community health survey data profiles publication-title: Osong Public Health Res Persp doi: 10.1016/j.phrp.2015.05.003 – volume: 166 start-page: 1092 issue: 10 year: 2006 ident: 10.1016/j.ajo.2022.01.025_bib0018 article-title: A brief measure for assessing generalized anxiety disorder: the GAD-7 publication-title: Arch Intern Med doi: 10.1001/archinte.166.10.1092 – volume: 69 start-page: 1090 issue: 12 year: 2014 ident: 10.1016/j.ajo.2022.01.025_bib0032 article-title: Prevalence of depression and anxiety in patients with cystic fibrosis and parent caregivers: results of the International Depression Epidemiological Study across nine countries publication-title: Thorax doi: 10.1136/thoraxjnl-2014-205983 – volume: 56 start-page: 770 issue: 2 year: 2015 ident: 10.1016/j.ajo.2022.01.025_bib0035 article-title: Quality of life of caregivers of children with congenital glaucoma: development and validation of a novel questionnaire (CarCGQoL) publication-title: Invest Ophthalmol Vis Sci doi: 10.1167/iovs.14-15905 – volume: 28 start-page: 131 issue: 3 year: 2013 ident: 10.1016/j.ajo.2022.01.025_bib0003 article-title: Update on pediatric glaucoma publication-title: Semin Ophthalmol doi: 10.3109/08820538.2013.771196 – volume: 28 start-page: 965 issue: 11 year: 2019 ident: 10.1016/j.ajo.2022.01.025_bib0010 article-title: Quality of life of caregivers of children with glaucoma in an Arab population: a cross-sectional study publication-title: J Glaucoma doi: 10.1097/IJG.0000000000001357 – volume: 64 start-page: 572 issue: 8 year: 2016 ident: 10.1016/j.ajo.2022.01.025_bib0038 article-title: Burden and depression in primary caregivers of persons with visual impairment publication-title: Indian J Ophthalmol doi: 10.4103/0301-4738.191493 – volume: 21 start-page: 849 issue: 5 year: 2012 ident: 10.1016/j.ajo.2022.01.025_bib0006 article-title: Assessing health-related quality-of-life changes in informal caregivers: an evaluation in parents of children with major congenital anomalies publication-title: Qual Life Res doi: 10.1007/s11136-011-9991-7 – volume: 121 start-page: 2107 issue: 11 year: 2014 ident: 10.1016/j.ajo.2022.01.025_bib0029 article-title: Pediatric glaucoma surgery: a report by the American Academy of Ophthalmology publication-title: Ophthalmology doi: 10.1016/j.ophtha.2014.05.010 – volume: 84 start-page: 188 issue: 3 year: 2017 ident: 10.1016/j.ajo.2022.01.025_bib0007 article-title: Quality of life in children with thalassemia and their caregivers in India publication-title: Indian J Pediatr doi: 10.1007/s12098-016-2267-z – start-page: 266 year: 2008 ident: 10.1016/j.ajo.2022.01.025_bib0019 article-title: Validation and standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the general population publication-title: Med Care doi: 10.1097/MLR.0b013e318160d093 – volume: 7 start-page: 59 issue: 3 year: 1979 ident: 10.1016/j.ajo.2022.01.025_bib0020 article-title: What is the right organization structure? Decision tree analysis provides the answer publication-title: Organ Dyn doi: 10.1016/0090-2616(79)90027-5 – volume: 18 start-page: 95 issue: 1 year: 2014 ident: 10.1016/j.ajo.2022.01.025_bib0039 article-title: Vision-related quality of life in children with glaucoma publication-title: J Am Assoc Pediatr Ophthalmol Strabismus doi: 10.1016/j.jaapos.2013.09.010 – volume: 132 start-page: 838 issue: 7 year: 2014 ident: 10.1016/j.ajo.2022.01.025_bib0028 article-title: Electronic monitoring to assess adherence with once-daily glaucoma medications and risk factors for nonadherence: the automated dosing reminder study publication-title: JAMA Ophthalmol doi: 10.1001/jamaophthalmol.2014.856 – volume: 21 start-page: 211 issue: 2 year: 2014 ident: 10.1016/j.ajo.2022.01.025_bib0030 article-title: Caregiver coping, mental health and child problem behaviours in cystic fibrosis: a cross-sectional study publication-title: Int J Behav Med doi: 10.1007/s12529-013-9289-y |
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| SubjectTerms | Activities of daily living Age Anxiety Caregivers Cataracts Childhood glaucoma Children & youth Congenital diseases Decision making Decision trees Eye surgery Generalized anxiety disorder Glaucoma Medical records Mental depression Mental disorders Mental Health Patients Pediatrics Quality of life Sociodemographics Software |
| Title | Decision Tree Algorithm−Based Prediction of Vulnerability to Depressive and Anxiety Symptoms in Caregivers of Children With Glaucoma |
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