Leaderboards/Digital Mental Health Interventions

Digital Mental Health Interventions

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Yejin Bang
Hong Kong University of Science and Technology
2
Luke Balcombe
Griffith University
3
Mehrdad Rahsepar Meadi
Vrije Universiteit Amsterdam
4
Johanna Habicht
Digital Catapult (United Kingdom)
5
Rebecca Prowse
Carleton University
6
Steven Siddals
King's College London
7
Lennart Seitz
Leuphana University of Lüneburg
8
Kristin Rodney-Wolf
Leipzig University
9
Anna Xygkou
University of Kent
10
Isaac Moshe
University of Helsinki

Papers

1
“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health
npj Mental Health Research|2024
157 cit.
2
Publication in JMIR Mental Health (2025) [109 citations, W4407833429]
JMIR Mental Health|2025
109 cit.
3
Closing the accessibility gap to mental health treatment with a personalized self-referral chatbot
Nature Medicine|2024
105 cit.
4
Publication in Computers in Human Behavior Artificial Humans (2024) [97 citations, W4393180839]
Computers in Human Behavior Artificial Humans|2024
97 cit.
5
Publication (2024) [46 citations, W4396832548]
Unknown Journal|2024
46 cit.
6
Generative AI–Enabled Therapy Support Tool for Improved Clinical Outcomes and Patient Engagement in Group Therapy: Real-World Observational Study
Journal of Medical Internet Research|2025
37 cit.
7
Publication in International Journal of Human-Computer Interaction (2024) [33 citations, W4390588074]
International Journal of Human-Computer Interaction|2024
33 cit.
8
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said
Unknown Journal|2024
24 cit.
9
HalluLens: LLM Hallucination Benchmark
Unknown Journal|2025
16 cit.
10
Scoping review: outpatient psychotherapeutic care for children and adolescents in Germany—status quo and challenges in assessment
Frontiers in Public Health|2025
12 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
John Torous
Beth Israel Deaconess Medical Center
2
Molly Vierhile
Stanford University
3
Annmarie Grealish
King's College London
4
Ekaterina Damer
Prosolia (United States)
5
Mei Liu
University of Electronic Science and Technology of China
6
L. Alison Phillips
Iowa State University
7
Holly Scott
University of Glasgow
8
M. Zwienenberg
Unknown
9
Sarah C. Kucker
Southern Methodist University
10
Vinod Subramanian
Queen Mary University of London

Papers

1
The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality
World Psychiatry|2025
210 cit.
2
Digital transformation of mental health services
npj Mental Health Research|2023
171 cit.
3
ChatGPT and mental healthcare: balancing benefits with risks of harms
BMJ Mental Health|2023
119 cit.
4
Assessment of Mental Health Services Available Through Smartphone Apps
JAMA Network Open|2022
106 cit.
5
Psychiatrists’ experiences and opinions of generative artificial intelligence in mental healthcare: An online mixed methods survey
Psychiatry Research|2024
93 cit.
6
Relapse prediction in schizophrenia with smartphone digital phenotyping during COVID-19: a prospective, three-site, two-country, longitudinal study
Schizophrenia|2023
91 cit.
7
Enabling Research and Clinical Use of Patient-Generated Health Data (the mindLAMP Platform): Digital Phenotyping Study
JMIR mhealth and uhealth|2022
86 cit.
8
Ethical challenges in contemporary psychiatry: an overview and an appraisal of possible strategies and research needs
World Psychiatry|2024
55 cit.
9
Impact of Digital Literacy Training on Outcomes for People With Serious Mental Illness in Community and Inpatient Settings
Psychiatric Services|2022
50 cit.
10
Charting the evolution of artificial intelligence mental health chatbots from rule‐based systems to large language models: a systematic review
World Psychiatry|2025
50 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Gerhard Andersson
Linköping University
2
Samuel D. Gosling
The University of Texas at Austin
3
Nickolai Titov
Australian College of Applied Psychology
4
David C. Mohr
Northwestern University
5
Per Carlbring
Stockholm University
6
Rosalind W. Picard
Human Media
7
Helen Christensen
UNSW Sydney
8
Stephen M. Schueller
Northwestern University
9
Gavin Andrews
Center for Anxiety and Depression
10
Junming Dai
People's Liberation Army 401 Hospital

Papers

1
Amazon's Mechanical Turk
Perspectives on Psychological Science|2011
10.1k cit.
2
A very brief measure of the Big-Five personality domains
Journal of Research in Personality|2003
8.3k cit.
3
Should We Trust Web-Based Studies? A Comparative Analysis of Six Preconceptions About Internet Questionnaires.
American Psychologist|2004
2.9k cit.
4
Mental health problems and social media exposure during COVID-19 outbreak
PLoS ONE|2020
2.8k cit.
5
Toward machine emotional intelligence: analysis of affective physiological state
IEEE Transactions on Pattern Analysis and Machine Intelligence|2001
2.3k cit.
6
Detecting Stress During Real-World Driving Tasks Using Physiological Sensors
IEEE Transactions on Intelligent Transportation Systems|2005
2.1k cit.
7
Interpreting scores on the Kessler Psychological Distress Scale (K10)
Australian and New Zealand Journal of Public Health|2001
2k cit.
8
The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being
Psychological Medicine|2003
1.6k cit.
9
Non-contact, automated cardiac pulse measurements using video imaging and blind source separation
Optics Express|2010
1.6k cit.
10
The do re mi's of everyday life: The structure and personality correlates of music preferences.
Journal of Personality and Social Psychology|2003
1.6k cit.

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