David H. Gustafson

iSurvive: An Interpretable, Event-time Prediction Model for mHealth

An important mobile health (mHealth) task is the use of multimodal data, such as sensor streams and self-report, to construct interpretable time-to-event predictions of, for example, lapse to alcohol or illicit drug use. Interpretability of the prediction model is important for acceptance and adopti…