Identifying depression in the United States veterans using deep learning algorithms, NHANES 2005–2018

Zihan Qu ,

Yashan Wang ,

Dingjie Guo , Guangliang He , Chuanying Sui , Yuqing Duan , Xin Zhang , Linwei Lan , Hengyu Meng , Yajing Wang & Xin Liu Abstract Background Depression is a common mental health problem among veterans, with high mortality. Despite the numerous conducted investigations, the prediction and identification of risk factors for depression are still severely limited. This study used a deep learning algorithm to identify depression in veterans and its factors associated with clinical manifestations. Methods Our data originated from the […]

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