Gaurav Sethi

An Innovation of Machine Learning in Mental Health: Predicting Mood in Real-Time using Bio signals from Wearable Devices and Patterns of Mobile Phone Use

Globally, mental health issues are on the rise, and mood assessment approaches rely on episodic self-reports and rare clinician tests. Traditional methods often miss everyday mood swings. A unique machine learning framework that integrates continuous biosignal data from wearable devices with passive behavioral cues fro...