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For: Librenza-Garcia D, Passos IC, Feiten JG, Lotufo PA, Goulart AC, de Souza Santos I, Viana MC, Benseñor IM, Brunoni AR. Prediction of depression cases, incidence, and chronicity in a large occupational cohort using machine learning techniques: an analysis of the ELSA-Brasil study. Psychol Med 2021;51:2895-2903. [PMID: 32493535 DOI: 10.1017/s0033291720001579] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Number Cited by Other Article(s)
1
Jin L, Cui H, Zhang P, Cai C. Early diagnostic value of home video-based machine learning in autism spectrum disorder: a meta-analysis. Eur J Pediatr 2024;184:37. [PMID: 39567383 DOI: 10.1007/s00431-024-05837-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 10/25/2024] [Accepted: 10/28/2024] [Indexed: 11/22/2024]
2
Mao L, Hong X, Hu M. Identifying neuroimaging biomarkers in major depressive disorder using machine learning algorithms and functional near-infrared spectroscopy (fNIRS) during verbal fluency task. J Affect Disord 2024;365:9-20. [PMID: 39151759 DOI: 10.1016/j.jad.2024.08.082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
3
Liu YS, Talarico F, Metes D, Song Y, Wang M, Kiyang L, Wearmouth D, Vik S, Wei Y, Zhang Y, Hayward J, Ahmed G, Gaskin A, Greiner R, Greenshaw A, Alexander A, Janus M, Cao B. Early identification of children with Attention-Deficit/Hyperactivity Disorder (ADHD). PLOS DIGITAL HEALTH 2024;3:e0000620. [PMID: 39509384 PMCID: PMC11542831 DOI: 10.1371/journal.pdig.0000620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 08/20/2024] [Indexed: 11/15/2024]
4
Park Y, Park S, Lee M. Effectiveness of artificial intelligence in detecting and managing depressive disorders: Systematic review. J Affect Disord 2024;361:445-456. [PMID: 38889858 DOI: 10.1016/j.jad.2024.06.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 11/27/2023] [Accepted: 06/14/2024] [Indexed: 06/20/2024]
5
Montorsi C, Fusco A, Van Kerm P, Bordas SPA. Predicting depression in old age: Combining life course data with machine learning. ECONOMICS AND HUMAN BIOLOGY 2024;52:101331. [PMID: 38035653 DOI: 10.1016/j.ehb.2023.101331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 09/29/2023] [Accepted: 11/22/2023] [Indexed: 12/02/2023]
6
Song Y, Qian L, Sui J, Greiner R, Li XM, Greenshaw AJ, Liu YS, Cao B. Prediction of depression onset risk among middle-aged and elderly adults using machine learning and Canadian Longitudinal Study on Aging cohort. J Affect Disord 2023;339:52-57. [PMID: 37380110 DOI: 10.1016/j.jad.2023.06.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 06/01/2023] [Accepted: 06/16/2023] [Indexed: 06/30/2023]
7
Galioulline H, Frässle S, Harrison S, Pereira I, Heinzle J, Stephan KE. Predicting Future Depressive Episodes from Resting-State fMRI with Generative Embedding. Neuroimage 2023;273:119986. [PMID: 36958617 DOI: 10.1016/j.neuroimage.2023.119986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 02/15/2023] [Accepted: 02/25/2023] [Indexed: 03/25/2023]  Open
8
Brunoni AR, Suen PJC, Bacchi PS, Razza LB, Klein I, dos Santos LA, de Souza Santos I, da Costa Lane Valiengo L, Gallucci-Neto J, Moreno ML, Pinto BS, de Cássia Silva Félix L, de Sousa JP, Viana MC, Forte PM, de Altisent Oliveira Cardoso MC, Bittencourt MS, Pelosof R, de Siqueira LL, Fatori D, Bellini H, Bueno PVS, Passos IC, Nunes MA, Salum GA, Bauermeister S, Smoller JW, Lotufo PA, Benseñor IM. Prevalence and risk factors of psychiatric symptoms and diagnoses before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 mental health cohort. Psychol Med 2023;53:446-457. [PMID: 33880984 PMCID: PMC8144814 DOI: 10.1017/s0033291721001719] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 04/13/2021] [Accepted: 04/18/2021] [Indexed: 02/07/2023]
9
Lin S, Wu Y, He L, Fang Y. Prediction of depressive symptoms onset and long-term trajectories in home-based older adults using machine learning techniques. Aging Ment Health 2023;27:8-17. [PMID: 35118924 DOI: 10.1080/13607863.2022.2031868] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
10
Lin S, Wu Y, Fang Y. A hybrid machine learning model of depression estimation in home-based older adults: a 7-year follow-up study. BMC Psychiatry 2022;22:816. [PMID: 36544119 PMCID: PMC9768728 DOI: 10.1186/s12888-022-04439-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 11/30/2022] [Indexed: 12/24/2022]  Open
11
Barbosa EL, Moreno AB, Van Duinkerken E, Lotufo P, Barreto SM, Giatti L, Nunes MA, Viana MC, Figueiredo R, Chor D, Griep RH. The association between diabetes mellitus and incidence of depressive episodes is different based on sex: insights from ELSA-Brasil. Ther Adv Endocrinol Metab 2022;13:20420188221093212. [PMID: 35464879 PMCID: PMC9019382 DOI: 10.1177/20420188221093212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 03/23/2022] [Indexed: 12/25/2022]  Open
12
Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort. Soc Psychiatry Psychiatr Epidemiol 2022;57:2445-2455. [PMID: 36114857 PMCID: PMC9483303 DOI: 10.1007/s00127-022-02365-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 09/02/2022] [Indexed: 11/02/2022]
13
Popovic D, Schiltz K, Falkai P, Koutsouleris N. Präzisionspsychiatrie und der Beitrag von Brain Imaging und anderen Biomarkern. FORTSCHRITTE DER NEUROLOGIE-PSYCHIATRIE 2020;88:778-785. [PMID: 33307561 DOI: 10.1055/a-1300-2162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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