Abstract: Major Depressive Disorder (MDD) is a composite mental state manifested through continuous negative thoughts, mood disturbances, and frequent thoughts of self-harm. Existing MDD diagnostic ...
Abstract: Using machine learning applied to multimodal physiological data allows the classification of cognitive workload (low, moderate, or high load) during task performance. However, current ...
Passive sensing via wearable devices and smartphones, combined with machine learning (ML), enables objective, continuous, and noninvasive mental health monitoring. Objective: This study aimed to ...