Published on in Vol 6, No 2 (2022): February
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/32982, first published
.

Journals
- McGinnis R, McGinnis E. Advancing Digital Medicine with Wearables in the Wild. Sensors 2022;22(12):4576 View
- McGinnis E, Loftness B, Lunna S, Berman I, Bagdon S, Lewis G, Arnold M, Danforth C, Dodds P, Price M, Copeland W, McGinnis R. Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data. IEEE Open Journal of Engineering in Medicine and Biology 2024;5:14 View
- Bolpagni M, Pardini S, Gabrielli S. Human centered design of AI-powered Digital Therapeutics for stress prevention: Perspectives from multi-stakeholders' workshops about the SHIVA solution. Internet Interventions 2024;38:100775 View
- McGinnis E, Cherian J, McGinnis R. The State of Digital Biomarkers in Mental Health. Digital Biomarkers 2024;8(1):210 View
- David O, Tomoiagă C. Game-Based Assessment of Emotion Regulation Abilities in College Students. A Usability Study of the RE Think Life Game Assessment System. International Journal of Human–Computer Interaction 2025:1 View
Books/Policy Documents
- Cho C, Lee H, Kim Y. Recent Advances and Challenges in the Treatment of Major Depressive Disorder. View
Conference Proceedings
- McGinnis E, Lunna S, Berman I, Loftness B, Bagdon S, Danforth C, Price M, Copeland W, McGinnis R. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data View