The State of Digital Biomarkers in Mental Health by Ellen W. McGinnis, Josh Cherian, Ryan S. McGinnis

Get full text

Personality trait predictors of adjustment during the COVID pandemic among college students. by David C Rettew, Ellen W McGinnis, William Copeland, Hilary Y Nardone, Yang Bai, Jeff Rettew, Vinay Devadenam, James J Hudziak

Get full text

Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data by Ellen W. McGinnis, Bryn Loftness, Shania Lunna, Isabel Berman, Skylar Bagdon, Genevieve Lewis, Michael Arnold, Christopher M. Danforth, Peter S. Dodds, Matthew Price, William E. Copeland, Ryan S. McGinnis

Get full text

Meeting people where they are: Crowdsourcing goal-specific personalized wellness practices. by Johanna E Hidalgo, Julia Kim, Jordan Llorin, Kathryn Stanton, Josh Cherian, Laura Bloomfield, Mikaela Fudolig, Matthew Price, Jennifer Ha, Natalie Noble, Christopher M Danforth, Peter Sheridan Dodds, Jason Fanning, Ryan S McGinnis, Ellen W McGinnis

Get full text