Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes

Kevalee Shah, Dimitris Spathis, Chi Ian Tang +1

Vast quantities of person-generated health data (wearables) are collected but the process of annotating to feed to machine learning models is impractical. This paper discusses ways…