This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (3305) Panic Disorder (22) mHealth for Wellness, Behavior Change and Prevention (3358) Mobile Health (mhealth) (3515) Anxiety and Stress Disorders (1345) Mobile Health in Psychiatry (538) Pilot studies (ehealth) (330)

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 .
A Digital Therapeutic Intervention Delivering Biofeedback for Panic Attacks (PanicMechanic): Feasibility and Usability Study

A Digital Therapeutic Intervention Delivering Biofeedback for Panic Attacks (PanicMechanic): Feasibility and Usability Study

A Digital Therapeutic Intervention Delivering Biofeedback for Panic Attacks (PanicMechanic): Feasibility and Usability Study

Authors of this article:

Ellen McGinnis1 Author Orcid Image ;   Aisling O'Leary2 Author Orcid Image ;   Reed Gurchiek2 Author Orcid Image ;   William E Copeland1 Author Orcid Image ;   Ryan McGinnis2 Author Orcid Image
Article Authors Cited by (11) Tweetations (14) Metrics

Journals

  1. McGinnis R, McGinnis E. Advancing Digital Medicine with Wearables in the Wild. Sensors 2022;22(12):4576 View
  2. 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
  3. 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
  4. McGinnis E, Cherian J, McGinnis R. The State of Digital Biomarkers in Mental Health. Digital Biomarkers 2024;8(1):210 View
  5. 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;41(19):12527 View
  6. Oh H, Maeng C, Park J, Do H, Yoon T, KIM J. Panic Attack Prediction in Patients with Panic Disorder: A Machine Learning Study Using Wearable ECG Monitoring (Preprint). Journal of Medical Internet Research 2024 View
  7. Ko Y, Lee J, Ham K, Cho Y, Shin Y, Min C, Kim K, Jang W, Jung H, Kim J. Assessing the Usability of a Prescription-Based Mobile App for Patients With Panic Disorder and Its Management Console for Clinicians: Controlled User Study. JMIR Formative Research 2025;9:e76843 View
  8. Mascia G, Frering H, Althoff R, Coney E, Hume Rivera D, Toomer-Sanders Z, Erdie-Lalena C, Dame M, Brown L, Evans D, McGinnis R, McGinnis E. Wearables and behavioral coding show promise for measuring and predicting severe emotional outbursts in children. Frontiers in Digital Health 2026;7 View

Books/Policy Documents

  1. Cho C, Lee H, Kim Y. Recent Advances and Challenges in the Treatment of Major Depressive Disorder. View
  2. Princella A, Kuresan H, Anand M, Murugaveni S. Advances in Data Science and Management. View

Conference Proceedings

  1. 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