Health monitoring

Benefit of the N-of-1 Approach Versus Aggregate Analysis in Tracking Individual Trajectories During Pregnancy: Comparison of Longitudinal Wearable Observational Studies
Comparing aggregate and individual-level (N-of-1) analyses of Oura Ring and smartphone survey data from 256 pregnant participants in the BUMP study shows that population-level trends often fail to reflect individual pregnancy trajectories, supporting personalized wearable-based monitoring.
Tina Behrouzi, Jennifer Yu, Robin Yang, Adrien Boch, Anna Goldenberg, Sarah M. Goodday, Stephen H. Friend
Cite DOI Full text (PubMed Central) medRxiv preprint
Dynamic Interpretable Change Point Detection for Physiological Data Analysis
Interpretable change point detection method
Jennifer Yu, Tina Behrouzi, Kopal Garg, Anna Goldenberg, Sana Tonekaboni
PDF Cite Code Poster PMLR arXiv preprint