research HealthMine A mobile health platform that unifies fragmented wearable data streams to support diabetes management. GlucoFM-Bench Benchmarking time-series foundation models for blood glucose forecasting. Accepted at NeurIPS 2026. Reproducibility in Glucose Prediction Can published deep learning models for blood glucose prediction be reproduced — and do they generalize? Mealtime Prediction Personalized LSTM models that forecast when people with type 1 diabetes will eat, from insulin pump data alone. Biosignal Compression Toolbox Compression pipelines for wearable biosignals, achieving up to 130x reduction with under 2% information loss. industry LLM-Based Generative Retrieval Using large language models to generate structured item IDs directly for large-scale recommendation and advertising. Arrhythmia Detection from Smartwatch PPG Detecting and counting ectopic beats from consumer smartwatch photoplethysmography at scale. Clinical Wearable Analytics for Digital Therapeutics Large-scale CGM and activity analysis pipelines supporting digital therapeutics research.
