Parameter-efficient adaptation of a frozen wearable foundation model gives a shared women's-health representation with positive but non-significant transfer to menstrual onset and cramps, and no uniform advantage over matched temporal baselines.
Repurposing foundation model for generalizable medical time series classification
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FemWear: A Specialized Wearable Foundation Model for Women's Health
Parameter-efficient adaptation of a frozen wearable foundation model gives a shared women's-health representation with positive but non-significant transfer to menstrual onset and cramps, and no uniform advantage over matched temporal baselines.