Article
Prediction of Suicidal Behaviors in the Middle-aged Population: Machine Learning Analyses of UK Biobank.
JMIR public health and surveillance - 20 Feb 2023
Wang Junren, Qiu Jiajun, Zhu Ting, Zeng Yu, Yang Huazhen, Shang Yanan, Yin Jin, Sun Yajing, Qu Yuanyuan, Valdimarsdóttir Unnur A, Song Huan
Abstract excerpt
BACKGROUND: Suicidal behaviors, including suicide deaths and attempts, are major public health concerns. However, previous suicide models required a huge amount of input features, resulting in limited applicability in clinical practice. OBJECTIVE: We aimed to construct applicable models (ie, with limited features) for short- and long-term suicidal behavior prediction. We further validated these models among...
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