Kara Vaillancourt
Kara Vaillancourt has 1 paper in the ChatPPG research atlas (2026), linked to 1 model and 39 co-authors in the atlas. Main topics: PPG, ACC, EDA, google, self-supervised, AIM.
Papers
- SensorFM: Toward a General Intelligence and Interface for Wearable Health Data2026 · arXiv preprint
Google's SensorFM is a wearable health foundation model pretrained on more than one trillion minutes of unlabelled sensor data from five million participants. Scaling model size and data together steadily improved results across 35 health prediction tasks in cardiovascular, metabolic, sleep and mental health, lifestyle and demographics.
- Published: arXiv preprint, 2026
- Pretraining: 1 trillion+ minutes of sensor data
- Cohort: 5 million participants
Models
Co-authors
A. Ali HeydariAhmed A. MetwallyAnupam PathakAri WinbushBenjamin YettonConor HeneghanDaniel McDuffDavid G. T. BarrettDimitris SpathisGirish NarayanswamyHamid PalangiHong YuIsaac Galatzer-LevyJake GarrisonJake SunshineJames M. RehgJed McGiffinJohn HernandezJoseph BredaKaran AhujaLevi AlbuquerqueMarius GuerardMark MalhotraMaxwell A. Xu