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Salar Abbaspourazad

2 accepted papers

2025

Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions

ICML 2025poster

Wearable devices record physiological and behavioral signals that can improve health predictions. While foundation models are increasingly used for such predictions, they have been primarily applied to low-level sensor data, despite behavioral data often being more informative due to their alignment…

Cited by 0SourcePDFScholar
2024

Large-scale Training of Foundation Models for Wearable Biosignals

ICLR 2024poster

Tracking biosignals is crucial for monitoring wellness and preempting the development of severe medical conditions. Today, wearable devices can conveniently record various biosignals, creating the opportunity to monitor health status without disruption to one's daily routine. Despite widespread use…

Cited by 49SourcePDFScholar