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Predicting the Transition From Depression to Suicidal Ideation Using Facebook Data Among Indian-Bangladeshi Individuals: Protocol for a Cohort Study.

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第一作者： Manoshi Das,Turjo

第一单位： North South University, Dhaka, Bangladesh.

作者： Manoshi Das,Turjo ^[1] ; Khushboo Suchit,Mundada ^[2] ; Nuzhat Jabeen,Haque ^[1] ; Nova,Ahmed ^[1]

作者单位： North South University, Dhaka, Bangladesh. ^[1] Vishwakarma Institute of Technology, Pune, India. ^[2]

关键词 9-item Patient Health Questionnaire Bangladesh Facebook India MDD ML NLP PHQ-9 depression human-computer interaction machine learning major depressive disorder mental health natural language processing suicidal ideation

医学主题词人类(Humans);印度(India);自杀意念(Suicidal Ideation);孟加拉国(Bangladesh);队列研究(Cohort Studies);女(雌)性(Female);成年人(Adult);男(雄)性(Male);抑郁(Depression);青年人(Young Adult);青少年(Adolescent);中年人(Middle Aged)

DOI 10.2196/55511

PMID 39374059

发布时间 2026-06-14

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Predicting the Transition From Depression to Suicidal Ideation Using Facebook Data Among Indian-Bangladeshi Individuals: Protocol for a Cohort Study.

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Predicting the Transition From Depression to Suicidal Ideation Using Facebook Data Among Indian-Bangladeshi Individuals: Protocol for a Cohort Study.

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