Smart Wearable

Smart wearables are revolutionizing healthcare and assistive technologies by continuously monitoring physiological and behavioral data for early disease detection and personalized interventions. Current research focuses on developing advanced machine learning models, including meta-learning and hyperdimensional computing, to improve accuracy and efficiency in processing data from various sensors (e.g., accelerometers, ECG, cameras) while minimizing power consumption. These advancements enable applications ranging from predicting loneliness and detecting Parkinson's disease to enhancing navigation for the visually impaired and providing real-time feedback on alcohol consumption, ultimately improving health outcomes and quality of life.

Papers