Would a wearable model like this gain in predictive power by adding FHIR/EHR inputs? CoMET [1] has great AUC even without daily/lifestyle metrics like steps, awakenings at night, or vo2max estimates (which are present in say apple health). It would be interesting to know how much you would gain from having a holistic model that sees both inputs.
Amazing work - as a clinician, being able to have wearable data be clinically useful would be game changing for our patients and for models of healthcare delivery.
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[ 2.6 ms ] story [ 18.3 ms ] thread[1] https://arxiv.org/pdf/2508.12104v1