Mollie M. McKillop

Abstract We characterize short-term and long-term user engagement patterns in a self-tracking, mobile health app. We introduce and define engagement metrics to capture the quantity, duration, and density of participant engagement according…

Abstract Endometriosis is a systemic and chronic condition in women of childbearing age, yet a highly enigmatic disease with unresolved questions: there are no known biomarkers, nor established clinical stages. We here investigate the use o…

The signs and symptoms of many diseases remain poorly characterized. For these types of conditions, the constellation of symptoms experienced by patients are not adequately described, nor are the signs and symptoms specific to the condition…

We investigate the use of self-tracking data and unsupervised mixed-membership models to phenotype endometriosis. Endometriosis is a systemic, chronic condition of women in reproductive age and, at the same time, a highly enigmatic conditio…