3rd Symposium on Computing and Mental Health: Understanding, Engaging, and Delighting Users. - Greg Wadley; Rafael A. Calvo; John B. Torous; Mary Czerwinski (CHI Extended Abstracts, 2018)

Forum on Video Games for Mental Health. - Max Valentin Birk; Vero Vanden Abeele; Greg Wadley; John B. Torous (CHI PLAY (Companion), 2018)

Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data. - Ian Barnett; John B. Torous; Patrick C. Staples; Matcheri S. Keshavan; Jukka-Pekka Onnela (J. Am. Medical Informatics Assoc., 2018)

New tests, new tools: mobile and connected technologies in advancing psychiatric diagnosis. - Laura Weiss Roberts; Steven Chan; John B. Torous (npj Digit. Medicine, 2018)

Empowering the digital therapeutic relationship: virtual clinics for digital health interventions. - John B. Torous; Honor Hsin (npj Digit. Medicine, 2018)

Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia. - John B. Torous; Patrick C. Staples; Ian Barnett; Luis R. Sandoval; Matcheri S. Keshavan; Jukka-Pekka Onnela (npj Digit. Medicine, 2018)

4th Symposium on Computing and Mental Health: Designing Ethical eMental Health Services. - John B. Torous; Maria K. Wolters; Greg Wadley; Rafael A. Calvo (CHI Extended Abstracts, 2019)

A Social Media Study on the Effects of Psychiatric Medication Use. - Koustuv Saha; Benjamin Sugar; John B. Torous; Bruno D. Abrahao; Emre Kiciman; Munmun De Choudhury (ICWSM, 2019)

Mobile device ownership among emergency department patients. - Eugene Y. Kim; John B. Torous; Steven Horng; Anne V. Grossestreuer; Jorge Rodriguez; Terrance Lee; Larry A. Nathanson (Int. J. Medical Informatics, 2019)

Video games for mental health. - Max Valentin Birk; Greg Wadley; Vero Vanden Abeele; Regan L. Mandryk; John B. Torous (Interactions, 2019)

Using science to sell apps: Evaluation of mental health app store quality claims. - Mark E. Larsen; Kit Huckvale; Jennifer Nicholas; John B. Torous; Louise Birrell; Emily Li; Bill Reda (npj Digit. Medicine, 2019)

The technology specialist: a 21st century support role in clinical care. - Valerie A. Noel; Elizabeth Carpenter-Song; Stephanie C. Acquilano; John B. Torous; Robert E. Drake (npj Digit. Medicine, 2019)

Digital tools for youth mental health. - Peter Uhlhaas; John B. Torous (npj Digit. Medicine, 2019)

From Symptom Tracking to Contact Tracing: A Framework to Explore and Assess COVID-19 Apps. - Abinaya Megan Ramakrishnan; Aparna Nicole Ramakrishnan; Sarah Lagan; John B. Torous (Future Internet, 2020)

Determining sample size and length of follow-up for smartphone-based digital phenotyping studies. - Ian Barnett; John B. Torous; Harrison T. Reeder; Justin Baker; Jukka-Pekka Onnela (J. Am. Medical Informatics Assoc., 2020)

Preventive digital mental health interventions for children and young people: a review of the design and reporting of research. - Aislinn D. Bergin; Elvira Perez Vallejos; E. Bethan Davies; David Daley; Tamsin Ford; Gordon Harold; Sarah Hetrick; Megan Kidner; Yunfei Long; Sally Merry; Richard Morriss; Kapil Sayal; et al. (npj Digit. Medicine, 2020)

Actionable health app evaluation: translating expert frameworks into objective metrics. - Sarah Lagan; Patrick Aquino; Margaret R. Emerson; Karen L. Fortuna; Robert Walker; John B. Torous (npj Digit. Medicine, 2020)

Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research. - Benjamin W. Nelson; Carissa A. Low; Nicholas Jacobson; Patricia Areán; John B. Torous; Nicholas B. Allen (npj Digit. Medicine, 2020)

Marketplace and Literature Review of Spanish Language Mental Health Apps. - Alma Oñate Muñoz; Erica Camacho; John B. Torous (Frontiers Digit. Health, 2021)

Exploring the Association Between Electronic Wearable Device Use and Levels of Physical Activity Among Individuals With Depression and Anxiety: A Population Level Study. - Henry Onyeaka; Joe Firth; Valentine Enemuo; Chioma Muoghalu; John A. Naslund; Philip Baiden; John B. Torous (Frontiers Digit. Health, 2021)

To the editor: New approaches toward actionable mobile health evaluation. - John B. Torous; Sarah Lagan (J. Am. Medical Informatics Assoc., 2021)

Regulatory considerations to keep pace with innovation in digital health products. - John B. Torous; Ariel Dora Stern; Florence T. Bourgeois (npj Digit. Medicine, 2022)

Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology. - Simon B. Goldberg; Shufang Sun; Per Carlbring; John B. Torous (npj Digit. Medicine, 2023)

Classifying and clustering mood disorder patients using smartphone data from a feasibility study. - Carsten Langholm; Scott Breitinger; Lucy Gray; Fernando S. Goes; Alex Walker; Ashley Xiong; Cindy Stopel; Peter P. Zandi; Mark A. Frye; John B. Torous (npj Digit. Medicine, 2023)

Current challenges for evaluating mobile health applications. - Noy Alon; John B. Torous (J. Am. Medical Informatics Assoc., 2023)

The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes. - Erica Camacho; Sarah M. Chang; Danielle Currey; John B. Torous (Health Informatics J., 2023)

Lessons Learned Recruiting Emergency Department Clinicians for an ICT Implementation Science Study. - Hwayeon Danielle Shin; Juveria Zaheer; John B. Torous; Gillian Strudwick (Nursing Informatics, 2024)

Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks. - Yining Hua; Hongbin Na; Zehan Li; Fenglin Liu; Xiao Fang; David A. Clifton; John B. Torous (CoRR, 2024)

Large language models outperform mental and medical health care professionals in identifying obsessive-compulsive disorder. - Jiyeong Kim; Kimberly G. Leonte; Michael L. Chen; John B. Torous; Eleni Linos; Anthony Pinto; Carolyn I. Rodriguez (npj Digit. Medicine, 2024)

Systematic review and meta-analysis of adverse events in clinical trials of mental health apps. - Jake Linardon; Matthew Fuller-Tyszkiewicz; Joseph Firth; Simon B. Goldberg; Cleo Anderson; Zoe McClure; John B. Torous (npj Digit. Medicine, 2024)

The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. - Bryn C. Loftness; Julia Halvorson-Phelan; Aisling O'Leary; Carter Bradshaw; Shania Prytherch; Isabel Berman; John B. Torous; William E. Copeland; Nick Cheney; Ryan S. McGinnis; Ellen W. McGinnis (IEEE J. Biomed. Health Informatics, 2024)

A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions. - Hongbin Na; Yining Hua; Zimu Wang; Tao Shen; Beibei Yu; Lilin Wang; Wei Wang 042; John B. Torous; Ling Chen 006 (ACL (Findings), 2025)

The Present and Future of AI: Ethical Issues and Research Opportunities. - Ankita Srivastava; Marco Marabelli; Danielle Blanch-Hartigan; Jeffrey Moriarty; Evan Carey; Susan Persky; John B. Torous (Commun. Assoc. Inf. Syst., 2025)

A scoping review of large language models for generative tasks in mental health care. - Yining Hua; Hongbin Na; Zehan Li; Fenglin Liu; Xiao Fang; David A. Clifton; John B. Torous (npj Digit. Medicine, 2025)

Transdiagnostic-focused apps for depression and anxiety: a meta-analysis. - Jake Linardon; Cleo Anderson; Mariel Messer; Claudia Liu; John B. Torous (npj Digit. Medicine, 2025)

Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages. - Jiyeong Kim; Stephen P. Ma; Michael L. Chen; Isaac R. Galatzer-Levy; John B. Torous; Peter J. van Roessel; Christopher D. Sharp; Michael A. Pfeffer; Carolyn I. Rodriguez; Eleni Linos; Jonathan H. Chen (CoRR, 2025)