Prediction of Suicidal Behaviors in the Middle-aged Population: Machine Learning Analyses of UK Biobank

• Main Authors: Junren Wang (Author), Jiajun Qiu (Author), Ting Zhu (Author), Yu Zeng (Author), Huazhen Yang (Author), Yanan Shang (Author), Jin Yin (Author), Yajing Sun (Author), Yuanyuan Qu (Author), Unnur A Valdimarsdóttir (Author), Huan Song (Author)
• Format: Book
• Published: JMIR Publications, 2023-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSuicidal 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. ObjectiveWe aimed to construct applicable models (ie, with limite...