Shiwen Zhang

A multi-database machine learning approach to predict depression and frailty in elderly populations with chronic conditions

Depression and frailty frequently co-occur in older adults with chronic disease, significantly impairing physical and psychological health; however, their bidirectional association remains unclear. Data from four large population-based cohorts—CHARLS, HRS, KLOSA, and SHARE—were c...