Torous, John

Banbury forum consensus statement on the path forward for digital mental health treatment

Mohr, D. C., Azocar, F., Bertagnolli, A., Choudhury, T., Chrisp, P., Frank, R., Harbin, H., Histon, T., Kaysen, D., Nebeker, C., et al. (2021) · Psychiatric Services

Digital Mental Health InterventionsTelemedicine and Telehealth Implementation

Cited by 115

Psychiatrists’ experiences and opinions of generative artificial intelligence in mental healthcare: An online mixed methods survey

Blease, C., Worthen, A., & Torous, J. (2024) · Psychiatry Research

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 113

Understanding the quality, effectiveness and attributes of top-rated smartphone health apps

Wisniewski, H., Liu, G., Henson, P., Vaidyam, A., Hajratalli, N. K., Onnela, J.-P., & Torous, J. (2019) · Evidence Based Mental Health

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 112

Evaluating evaluation frameworks: a scoping review of frameworks for assessing health apps

Lagan, S., Sandler, L., & Torous, J. (2021) · BMJ Open

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 108

Mobile Tele-Mental Health: Increasing Applications and a Move to Hybrid Models of Care

Chan, S., Torous, J., Hinton, L., & Yellowlees, P. (2014) · Healthcare

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 108

College student engagement with mental health apps: analysis of barriers to sustained use

Melcher, J., Camacho, E., Lagan, S., & Torous, J. (2022) · Journal of American College Health

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 106

Digital Mental Health Interventions for Depression: Scoping Review of User Engagement

Lipschitz, J. M., Van Boxtel, R., Torous, J., Firth, J., Lebovitz, J. G., Burdick, K. E., & Hogan, T. P. (2022) · Journal of Medical Internet Research

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 105

The Emerging Imperative for a Consensus Approach Toward the Rating and Clinical Recommendation of Mental Health Apps

Torous, J., Firth, J., Huckvale, K., Larsen, M. E., Cosco, T. D., Carney, R., Chan, S., Pratap, A., Yellowlees, P., Wykes, T., et al. (2018) · Journal of Nervous & Mental Disease

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 101

Data Security and Privacy in Apps for Dementia: An Analysis of Existing Privacy Policies

Rosenfeld, L., Torous, J., & Vahia, I. V. (2017) · The American Journal of Geriatric Psychiatry

Privacy, Security, and Data ProtectionThoreau and American Literature

Cited by 100

Development of a decision-making checklist tool to support technology selection in digital health research

Nebeker, C., Bartlett Ellis, R. J., & Torous, J. (2020) · Translational Behavioral Medicine

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 99

The digital clinic: Implementing technology and augmenting care for mental health

Rodriguez-Villa, E., Rauseo-Ricupero, N., Camacho, E., Wisniewski, H., Keshavan, M., & Torous, J. (2020) · General Hospital Psychiatry

Digital Mental Health InterventionsTelemedicine and Telehealth Implementation

Cited by 97

Digital Opportunities for Outcomes in Recovery Services (DOORS): A Pragmatic Hands-On Group Approach Toward Increasing Digital Health and Smartphone Competencies, Autonomy, Relatedness, and Alliance for Those With Serious Mental Illness

HOFFMAN, L., WISNIEWSKI, H., HAYS, R., HENSON, P., VAIDYAM, A., HENDEL, V., KESHAVAN, M., & TOROUS, J. (2020) · Journal of Psychiatric Practice

Digital Mental Health InterventionsTechnology Use by Older Adults

Cited by 97

A Social Media Study on the Effects of Psychiatric Medication Use

Saha, K., Sugar, B., Torous, J., Abrahao, B., Kıcıman, E., & De Choudhury, M. (2019) · Proceedings of the International AAAI Conference on Web and Social Media

Mental Health via WritingSentiment Analysis and Opinion Mining

Cited by 96

A computational study of mental health awareness campaigns on social media

Saha, K., Torous, J., Ernala, S. K., Rizuto, C., Stafford, A., & De Choudhury, M. (2019) · Translational Behavioral Medicine

Mental Health via WritingSocial Media in Health Education

Cited by 93

Large Language Models in Mental Health Care: A Scoping Review

Hua, Y., Liu, F., Yang, K., Li, Z., Na, H., Sheu, Y.-H., Zhou, P., Moran, L. V., Ananiadou, S., Clifton, D. A., et al. (2025) · Current Treatment Options in Psychiatry

Artificial Intelligence in Healthcare and EducationDigital Mental Health Interventions

Cited by 92

Relapse prediction in schizophrenia with smartphone digital phenotyping during COVID-19: a prospective, three-site, two-country, longitudinal study

Cohen, A., Naslund, J. A., Chang, S., Nagendra, S., Bhan, A., Rozatkar, A., Thirthalli, J., Bondre, A., Tugnawat, D., Reddy, P. V., et al. (2023) · Schizophrenia

Schizophrenia research and treatmentDigital Mental Health Interventions

Cited by 90

Generative artificial intelligence in mental health care: potential benefits and current challenges

Torous, J., & Blease, C. (2024) · World Psychiatry

Digital Mental Health InterventionsArtificial Intelligence in Healthcare and Education

Cited by 90

Ethical challenges in contemporary psychiatry: an overview and an appraisal of possible strategies and research needs

Galderisi, S., Appelbaum, P. S., Gill, N., Gooding, P., Herrman, H., Melillo, A., Myrick, K., Pathare, S., Savage, M., Szmukler, G., et al. (2024) · World Psychiatry

Ethics and bioethics in healthcareHealth, Medicine and Society

Cited by 76

Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology

Goldberg, S. B., Sun, S., Carlbring, P., & Torous, J. (2023) · npj Digital Medicine

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 75

Alliance with an unguided smartphone app: validation of the digital working alliance inventory

Goldberg, S. B., Baldwin, S. A., Riordan, K. M., Torous, J., Dahl, C. J., Davidson, R. J., & Hirshberg, M. J. (2022) · Assessment

Digital Mental Health InterventionsPsychotherapy Techniques and Applications

Cited by 74

Cognitive Behavioral Mobile Applications: Clinical Studies, Marketplace Overview, and Research Agenda

Torous, J., Levin, M. E., Ahern, D. K., & Oser, M. L. (2017) · Cognitive and Behavioral Practice

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 73

The digital mental health revolution: Opportunities and risks.

Tal, A., & Torous, J. (2017) · Psychiatric Rehabilitation Journal

Digital Mental Health InterventionsMental Health Research Topics

Cited by 71

Digital technology for management of severe mental disorders in low-income and middle-income countries

Merchant, R., Torous, J., Rodriguez-Villa, E., & Naslund, J. A. (2020) · Current Opinion in Psychiatry

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 70

Digital Technologies in the Treatment of Anxiety: Recent Innovations and Future Directions

Firth, J., Torous, J., Carney, R., Newby, J., Cosco, T. D., Christensen, H., & Sarris, J. (2018) · Current Psychiatry Reports

Digital Mental Health InterventionsAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 70