Published on 20.02.2023 in Vol 9 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/43419, first published October 11, 2022.

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

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

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

Junren Wang^{1, 2}

; Jiajun Qiu^{1, 2}

; Ting Zhu^{1, 2}

; Yu Zeng^{1, 2}

; Huazhen Yang^{1, 2}

; Yanan Shang^{1, 2}

; Jin Yin^{1, 2}

; Yajing Sun^{1, 2}

; Yuanyuan Qu^{1, 2}

; Unnur A Valdimarsdóttir^{3, 4, 5}

; Huan Song^{1, 2, 3}

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Journals

Tio E, Misztal M, Felsky D. Evidence for the biopsychosocial model of suicide: a review of whole person modeling studies using machine learning. Frontiers in Psychiatry 2024;14 View
Schoene A, Garverich S, Ibrahim I, Shah S, Irving B, Dacso C. Automatically extracting social determinants of health for suicide: a narrative literature review. npj Mental Health Research 2024;3(1) View