2 papers
cs.LG2025
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
Shovito Barua Soumma, S M Raihanul Alam, Rudmila Rahman +4
Freezing of gait (FOG) is a debilitating symptom of Parkinson's disease that impairs mobility and safety by increasing the risk of falls. An effective FOG detection system must be…
stat.AP2025
MealMeter: Using Multimodal Sensing and Machine Learning for Automatically Estimating Nutrition Intake
Asiful Arefeen, Samantha Fessler, Sayyed Mostafa Mostafavi +2
Accurate estimation of meal macronutrient composition is a pre-perquisite for precision nutrition, metabolic health monitoring, and glycemic management. Traditional dietary assessm…