William A. Sterling

Methodological Gaps in Predicting Mental Health States from Social Media: Triangulating Diagnostic Signals

A growing body of research is combining social media data with machine learning to predict mental health states of individuals. An implication of this research lies in informing evidence-based diagnosis and treatment. However, obtaining clinically valid diagnostic information from sensitive patient populations is chal…