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Mark Malhotra

Papers

  • GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
    2026 · arXiv preprint 2026
  • Insulin Resistance Prediction from Wearables and Routine Blood Biomarkers
    2026 · Nature 2026
  • Passive Heart-Rate Monitoring During Smartphone Use in Everyday Life
    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
  • Scaling Wearable Foundation Models (LSM)
    2024 · ICLR 2025

Models

GlucoFMGoogle LSMGoogle LSM-2 / AIMSensorFM (Google)SensorLM

Co-authors

Shwetak PatelYuzhe YangDaniel McDuffXin LiuMaxwell A. XuAhmed A. MetwallyGirish NarayanswamyYun LiuYuwei ZhangA. Ali HeydariJake GarrisonXuhai "Orson" Xu

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