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

Erturk, Eray, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J Foti, and Joseph Futoma. 2025. “Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions.” arXiv:2507.00191 [cs.LG]. arxiv.org/abs/2507.00191

BibTeX
@misc{erturk2025sensordatafoundationmodels,
  title = {Beyond Sensor Data: {{Foundation}} Models of Behavioral Data from Wearables Improve Health Predictions},
  author = {Erturk, Eray and Kamran, Fahad and Abbaspourazad, Salar and Jewell, Sean and Sharma, Harsh and Li, Yujie and Williamson, Sinead and Foti, Nicholas J and Futoma, Joseph},
  year = 2025,
  eprint = {2507.00191},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2507.00191},
  archiveprefix = {arXiv}
}

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