John Torous

PsychologyHealth ProfessionsSocial SciencesMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.2Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Genome-wide association analysis of insomnia using data from Partners Biobank

Scientific Reports(2020)10.1038/s41598-020-63792-0

Top 21%

0.989DataRank

Top 21%25 citations

John Torous, Joe Kossowsky, Chia‐Yen Chen, Hailiang Huang, Adam Wright +1 more

Papers

Driven by 28 papers — median percentile 58. Top paper: “Genome-wide association analysis of insomnia using data from Partners Biobank”.

Genome-wide association analysis of insomnia using data from Partners Biobank

Scientific Reports(2020)10.1038/s41598-020-63792-0

Top 21%

0.989DataRank

Top 21%25 citations

John Torous, Joe Kossowsky, Chia‐Yen Chen, Hailiang Huang, Adam Wright +1 more

Data analysis strategies for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00561-w

Top 63%

0.215DataRank

Top 63%3 citations

Pablo Polosecki, Jean Addington, Celso Arango, Ameneh Asgari-Targhi, Tashrif Billah +58 more

Natural language processing reveals vulnerable mental health support groups and heightened health anxiety on Reddit during COVID-19: an observational study

PsyArXiv (OSF Preprints)(2020)10.31234/osf.io/xvwcy

N/A

0DataRank · unranked

39 citations

Laurie Rumker, Tanya Talkar, John Torous, Guillermo Cecchi, Satrajit S. Ghosh +1 more

Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2021)10.1016/j.bpsc.2021.02.001

N/A

0DataRank · unranked

418 citations

John Torous, Munmun De Choudhury, Colin A. Depp, Sarah Graham, Ho‐Cheol Kim +4 more

Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data

JMIR Mental Health(2021)10.2196/26589

N/A

0DataRank · unranked

57 citations

John Torous, Emre Kıcıman, Munmun De Choudhury, Koustuv Saha

Applying machine learning to smartphone based cognitive and sleep assessments in schizophrenia

Schizophrenia Research Cognition(2021)10.1016/j.scog.2021.100216

N/A

0DataRank · unranked

7 citations

S Ebrahim, Ryan Hays, Jennifer R. Melcher, Aditya Vaidyam, John Torous +1 more

Smartphone Ownership, Smartphone Utilization, and Interest in Using Mental Health Apps to Address Substance Use Disorders: Literature Review and Cross-sectional Survey Study Across Two Sites

JMIR Formative Research(2022)10.2196/38684

N/A

0DataRank · unranked

29 citations

Bianca Martin, Saeed Ahmed, John Torous, Joji Suzuki, Michael Hsu

Digital mental health: challenges and next steps

BMJ Mental Health(2023)10.1136/bmjment-2023-300670

N/A

0DataRank · unranked

214 citations

Charlotte Blease, Maria Faurholt‐Jepsen, Joseph Firth, Tom Van Daele, Carmen Moreno +8 more

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

npj Digital Medicine(2023)10.1038/s41746-023-00923-7

N/A

0DataRank · unranked

72 citations

Shufang Sun, Per Carlbring, John Torous, Simon B. Goldberg

Smartphone Apps for Smoking Cessation: Systematic Framework for App Review and Analysis

Journal of Medical Internet Research(2023)10.2196/45183

N/A

0DataRank · unranked

34 citations

Kathleen A. Garrison, Angela M. DeLucia, Márk Horváth, Milton Nguyen, Erica Camacho +2 more

Provision of Digital Health Technologies for Opioid Use Disorder Treatment by US Health Care Organizations

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.23741

N/A

0DataRank · unranked

22 citations

Nancy E. Morden, Mary F. Brunette, Susan H. Busch, John Torous, Ellen Meara +1 more

Reverse Engineering of Digital Measures: Inviting Patients to the Conversation

Digital Biomarkers(2023)10.1159/000530413

N/A

0DataRank · unranked

17 citations

Nele Peerenboom, Dana E. Connors, Steven Bourke, Alison Keogh, Katarzyna Wac +32 more

The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health

IEEE Journal of Biomedical and Health Informatics(2023)10.1109/jbhi.2023.3337649

N/A

0DataRank · unranked

17 citations

Julia Halvorson-Phelan, Aisling O’Leary, Carter Bradshaw, Shania Lunna, Isabel Berman +6 more

Development of the PSYCHS: Positive SYmptoms and Diagnostic Criteria for the CAARMS Harmonized with the SIPS

medRxiv(2023)10.1101/2023.04.29.23289226

N/A

0DataRank · unranked

21 citations

Sophie Parker, Melissa Kerr, Barbara C. Walsh, S. Andrea Wijtenburg, Nicholas Prunier +83 more

The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health

medRxiv(2023)10.1101/2023.01.19.23284753

N/A

0DataRank · unranked

6 citations

Julia Halvorson-Phelan, Aisling O’Leary, Carter Bradshaw, Shania Lunna, Isabel Berman +6 more

Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ): Rationale and Study Design of the Largest Global Prospective Cohort Study of Clinical High Risk for Psychosis

Schizophrenia Bulletin(2024)10.1093/schbul/sbae011

N/A

0DataRank · unranked

75 citations

Barnaby Nelson, Jean Addington, Kelly Allott, Alan Anticevic, Celso Arango +95 more

Large language models outperform mental and medical health care professionals in identifying obsessive-compulsive disorder

npj Digital Medicine(2024)10.1038/s41746-024-01181-x

N/A

0DataRank · unranked

57 citations

Kimberly Glazier Leonte, Michael L. Chen, John Torous, Eleni Linos, Anthony Pinto +2 more

Mobile phone interventions to improve health outcomes among patients with chronic diseases: an umbrella review and evidence synthesis from 34 meta-analyses

The Lancet Digital Health(2024)10.1016/s2589-7500(24)00119-5

N/A

0DataRank · unranked

39 citations

Otto Simonsson, Stephen T. McGarvey, John Torous, Simon B. Goldberg, Shufang Sun

Systematic review and meta-analysis of adverse events in clinical trials of mental health apps

npj Digital Medicine(2024)10.1038/s41746-024-01388-y

N/A

0DataRank · unranked

37 citations

Matthew Fuller‐Tyszkiewicz, Joseph Firth, Simon B. Goldberg, Cleo Anderson, Zoe McClure +2 more

Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ): Rationale and Study Design of the Largest Global Prospective Cohort Study of Clinical High Risk for Psychosis

UNC Libraries(2024)10.17615/rqtf-zj40

N/A

0DataRank · unranked

0 citations

Kerstin Langbein, Andrew Thompson, Louise Birkedal Glenthøj, César Salinas, Patrick D. McGorry +95 more

Assessing generative artificial intelligence for mental health

The Lancet(2025)10.1016/s0140-6736(25)01237-1

N/A

0DataRank · unranked

14 citations

Eric J. Topol, John Torous

Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context

NPP—Digital Psychiatry and Neuroscience(2025)10.1038/s44277-025-00049-6

N/A

0DataRank · unranked

12 citations

Matthew Flathers, Akane Sano, Allison G. Dempsey, Andrea Cipriani, Asim H. Gazi +28 more

Optimizing large language models for detecting symptoms of depression/anxiety in chronic diseases patient communications

npj Digital Medicine(2025)10.1038/s41746-025-01969-5

N/A

0DataRank · unranked

10 citations

P. Stephen, Michael L. Chen, Isaac R. Galatzer‐Levy, John Torous, Peter van Roessel +6 more

Digital health technologies in the accelerating medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00599-w

N/A

0DataRank · unranked

10 citations

Ann Ee Ching, Yoonho Chung, Habiballah Rahimi-Eichi, Erlend Lane, Carsten Langholm +75 more

Enabling FAIR data stewardship in complex international multi-site studies: Data Operations for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00560-x

N/A

0DataRank · unranked

8 citations

Kang Ik K. Cho, Owen Borders, Yoonho Chung, Michaela Ennis, Grace R. Jacobs +63 more

Scaling evidence-based treatments through digital mental health.

American Psychologist(2020)10.1037/amp0000654

N/A

0DataRank · unranked

183 citations

John Torous, Stephen M. Schueller

The impact of neuroscience education therapy, behavioral economics, and digital navigators on patient migraine treatment adherence to a mobile health application: a prospective pilot randomized controlled trial

NPP—Digital Psychiatry and Neuroscience(2025)10.1038/s44277-024-00021-w

N/A

0DataRank · unranked

2 citations

Erin K. Waire, John Torous, Jessica Fishman, Richard Lipton, Scott W. Powers +1 more

Characteristics of Neuropsychiatric Mobile Health Trials: Cross-Sectional Analysis of Studies Registered on ClinicalTrials.gov

JMIR mhealth and uhealth(2020)10.2196/16180

N/A

0DataRank · unranked

6 citations

Julia Reichel, Pallavi Pemmireddy, Elizabeth Loder, John Torous, Mia T. Minen

John Torous

Indexed papers

Top data-sharing exemplar

Papers