Author

Yu-Ran Qiu

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Sep 2026

Identifying high-risk depressive symptoms among older adults with diabetes mellitus in China: a machine learning approach

Machine learning models have shown great promise in identifying the risk of depression, and may assist screening efforts in the early identification of CESD-10-defined high-risk depressive symptoms.

Yu-Ran Qiu · Current Psychology · 0 citations

Review Open access Sep 2026

Machine learning identifies depression risk in older adults with chronic diseases: Clarifying shared risk factors stratified by cognitive impairment status.

The proposed models demonstrated promising performance in identifying depression risk among older adults with chronic illnesses across different levels of cognitive impairment, and suggest that key predictors of depression may differ according to cognitive status, highlighting the importance of cognition-stratified scr...

Yu-Ran Qiu, Rong-Qian Li · Geriatric Nursing · 0 citations