Predicting the Next-Day Perceived and Physiological Stress of Pregnant Women by Using Machine Learning and Explainability: Algorithm Development and Validation.
Ada NgBoyang WeiJayalakshmi JainErin A WardS Darius TandonJudith Tedlie MoskowitzSheila Krogh-JespersenLauren S WakschlagNabil I AlshurafaPublished in: JMIR mHealth and uHealth (2022)
In this study, we were able to build interpretable machine learning models to predict next-day physiological and perceived stress, and we identified unique features that were highly predictive of next-day stress that can help to reduce the burden of data collection.