Transcultural prediction model for late-life depression based on multi-cohort machine learning and explainable AI

We developed a robust and interpretable machine learning model for predicting late-life depression that generalizes across culturally distinct populations. The results highlight both common predictive factors and the need for population-specific considerations in clinical application.