Yingjun Xi

Digital mood phenotyping predicts short- and long-term suicidal ideation across a two-year timescale.

Results suggest that EMA-derived mood instability may serve as a potentially informative indicator of near-term vulnerability, whereas emotion-based subtyping may support longer-term risk stratification within the monitoring context, together offering an initial prospective exploration of EMA-based mood phenotyping for...