ChatPPG
BlogCompareResearch
Home › Research › Ahmed A. Metwally

Ahmed A. Metwally

ORCID iD

Papers

  • GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
    2026 · arXiv preprint 2026
  • GlucoPRISM: Protocol-Supervised Pretraining for Cross-Cohort Glucose Transfer
    2026 · arXiv 2610.12528v1
  • HEARTS: Benchmarking LLM Reasoning on Health Time Series
    2026 · ICML 2026
  • Insulin Resistance Prediction from Wearables and Routine Blood Biomarkers
    2026 · Nature 2026
  • SensorFM: Toward a General Intelligence and Interface for Wearable Health Data
    2026 · arXiv / Google Blog
  • LSM-2: Learning from Incomplete Wearable Sensor Data
    2025 · Google Research blog
  • SensorLM: Learning the Language of Wearable Sensors
    2025 · NeurIPS 2025

Models

GlucoFMGlucoPRISM (protocol-supervised CGM encoder; Trait/State/Sensor bands)Google LSM-2 / AIMSensorFM (Google)SensorLM

Co-authors

Yuzhe YangMaxwell A. XuMark MalhotraShwetak PatelDaniel McDuffYuwei ZhangA. Ali HeydariGirish NarayanswamyXin LiuJake GarrisonXuhai "Orson" XuTim Althoff

ChatPPG

Accelerating photoplethysmography research with fact-based AI.

Product

AboutBlogCompareLearnConditionsChartsAlgorithmsResearch

Projects

ppg-jsPlethscape

Company

PrivacyTerms

© 2026 ChatPPG Inc. All rights reserved.