J
John Torous
Researcher at Beth Israel Deaconess Medical Center
Publications - 377
Citations - 14976
John Torous is an academic researcher from Beth Israel Deaconess Medical Center. The author has contributed to research in topics: Mental health & Medicine. The author has an hindex of 46, co-authored 307 publications receiving 8444 citations. Previous affiliations of John Torous include University of California, San Francisco & National Institute for Health and Care Excellence.
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Journal ArticleDOI
Digital Phenotyping Data to Predict Symptom Improvement and Mental Health App Personalization in College Students: Prospective Validation of a Predictive Model
Danielle Currey,John Torous +1 more
TL;DR: In this paper, the authors assess the prospective validity of mental health symptom prediction using the mindLAMP app through a replication study and explore secondary aims around app intervention personalization and correlations of engagement with the Technology Acceptance Model and Digital Working Alliance Inventory scale in the context of automating the study.
Chatbots: What Are They and Why Care?
Aditya Vaidyam,John Torous +1 more
TL;DR: While conversational agent technology is growing rapidly, the various technologies (chatbots) might not yet be fully equipped to help patients with clinical needs.
Journal ArticleDOI
Use of wearable devices among individuals with depression and anxiety: A population level study
Henry K. Onyeaka,Chioma Muoghalu,Mwamba Malekani,Crystal Obi Azuike,Precious Obehi Eseaton,Oghenetega E. Ayisire,Somto Enemuo,Tajudeen Basiru,John-Paul Omuojine,Charles Ezeaka,Joseph Firth,John Torous +11 more
TL;DR: In this paper , the authors examined rates of wearable devices adoption and identified factors associated with the use and willingness to share WD data among a national sample of adults with depression and/or anxiety in the US.
Journal ArticleDOI
Assessment of Smartphone Apps for Common Neurologic Conditions (Headache, Insomnia, and Pain): Cross-sectional Study
Mia T. Minen,Alexis George,Erica Camacho,Leslie Yao,Ananya Sahu,Maya Campbell,Mia Soviero,Quazi Hossain,Deepti Verma,John Torous +9 more
TL;DR: Clinicians and patients should seek apps that offer the highest-quality features, such as complete privacy, remedial features, and the ability to download the app at no cost.
Journal ArticleDOI
Reverse Engineering of Digital Measures: Inviting Patients to the Conversation
Ieuan Clay,Nele Peerenboom,Dana E. Connors,Steven Bourke,Alison Keogh,Katarzyna Wac,Francesca Cormack,Damien Eggenspieler,Luca Foschini,Peter M.A. Groenen,Nicole Gusset,Elena S. Izmailova,Christoph M. Kanzler,Lada Leyens,Arne Mueller,Wan-Fai Ng,David Nobbs,Thanneer M. Perumal,Wojciech Piwko,Anja Ries,Nick Taptiklis,John Torous,Beatrix Vereijken,Laurenz Baltzer,Thorsten Vetter,Jörg Goldhahn,Steven C. Hoffmann +26 more
TL;DR: In this article , the authors discuss progress and the remaining barriers to widespread use of digital measures for evidence generation in clinical development and care delivery, and present key discussion points and takeaways in order to continue discourse and provide a basis for dissemination and outreach to wider community and other stakeholders.