John Torous | Harvard Catalyst Profiles

	How to Stay on Top of Your Health From Home During Covid-19 (11/18/2020)
	'I'm sorry to hear that': Why training Siri to be a therapist won't be easy (09/25/2017)
	'The Woebot will see you now' — the rise of chatbot therapy (12/03/2017)
	Can Your Smartphone Read Your Mind? (09/20/2017)
	Depression and mental health apps: How to tell the good from the bad (12/05/2017)
	Digital health should mature from disruptive screens to innovative environments (05/24/2017)
	Digital Psychiatry in 2017: Year in Review (12/26/2017)
	Digital Psychiatry: The Year Ahead (02/04/2016)
	Facebook suicide: Mashpee man's livestreamed death raises more alarms (08/24/2017)
	FDA Approves Pill That Tracks Whether You Took Your Meds (11/14/2017)
	Here’s Why Apple Is Bringing Meditation To Your Wrist (06/28/2016)
	How Clinicians Evaluate Mental Health Apps (07/01/2016)
	Insomniacs Are Helped by Online Therapy, Study Finds (11/30/2016)
	Should You Take an App for That? (11/30/2015)
	Smartphone App Could Diagnose And Treat Mental Health Symptoms (08/06/2015)
	Smartphone health apps often miss real medical emergencies (12/06/2016)
	Smartphones can safeguard your health in some surprising ways (01/02/2018)
	Text-based therapy is not ready for prime time (01/24/2017)
	In Screening for Suicide Risk, Facebook Takes On Tricky Public Health Role (12/31/2018)
	Why choosing a mental health app is harder than you think (12/21/2017)

Research

research activities and funding

The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.

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K23MH116130 (TOROUS, JOHN) Apr 1, 2018 - Mar 31, 2022

NIH

Digital Phenotyping for Computational Models of Relapse Prediction in Early Course Psychosis

Role: Principal Investigator

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Bibliographic

selected publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.

PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.

Blease C, Torous J, Dong Z, Davidge G, DesRoches C, Kharko A, Turner A, Jones R, Hägglund M, McMillan B. Patient Online Record Access in English Primary Care: Qualitative Survey Study of General Practitioners' Views. J Med Internet Res. 2023 02 22; 25:e43496. PMID: 36811939.

Citations: Fields:
Med Medical Informatics
Translation:Humans
Alon N, Torous J. Current challenges for evaluating mobile health applications. J Am Med Inform Assoc. 2023 02 16; 30(3):617-624. PMID: 36484621; PMCID: PMC9933055.

Citations: Fields:
Med Medical Informatics
Translation:Humans
Currey D, Torous J. Digital Phenotyping Data to Predict Symptom Improvement and Mental Health App Personalization in College Students: Prospective Validation of a Predictive Model. J Med Internet Res. 2023 02 09; 25:e39258. PMID: 36757759; PMCID: PMC9951081.

Citations: Fields:
Med Medical Informatics
Translation:Humans
Torous J, Myrick K, Aguilera A. The need for a new generation of digital mental health tools to support more accessible, effective and equitable care. World Psychiatry. 2023 Feb; 22(1):1-2. PMID: 36640397; PMCID: PMC9840484.

Citations:
Cohen A, Naslund JA, Chang S, Nagendra S, Bhan A, Rozatkar A, Thirthalli J, Bondre A, Tugnawat D, Reddy PV, Dutt S, Choudhary S, Chand PK, Patel V, Keshavan M, Joshi D, Mehta UM, Torous J. Relapse prediction in schizophrenia with smartphone digital phenotyping during COVID-19: a prospective, three-site, two-country, longitudinal study. Schizophrenia (Heidelb). 2023 Jan 27; 9(1):6. PMID: 36707524; PMCID: PMC9880926.

Citations:
Stoeckl SE, Torres-Hernandez E, Camacho E, Torous J. Assessing the Dynamics of the Mental Health Apple and Android App Marketplaces. J Technol Behav Sci. 2023 Jan 25; 1-8. PMID: 36712910; PMCID: PMC9873536.

Citations:
Moscarelli M, Min JY, Kopelowicz A, Torous J, Chavez O, Gómez-de-Regil L, Salvador-Carulla L, Ochoa S, Gamez MM, Vila-Badia R, Romero-Lopez-Alberca C, Ahmed AO. The scale for the assessment of the passively received experiences (PRE) in schizophrenia and digital mental health. Schizophr Res. 2023 01; 251:91-93. PMID: 36608602.

Citations: Fields:
Psy Psychiatry
Translation:Humans
Chang S, Gray L, Torous J. Smartphone app engagement and clinical outcomes in a hybrid clinic. Psychiatry Res. 2023 01; 319:115015. PMID: 36549096.

Citations: Fields:
Psy Psychiatry
Translation:Humans
Bondre AP, Shrivastava R, Raghuram H, Tugnawat D, Khan A, Gupta S, Kumar M, Mehta UM, Keshavan M, Lakhtakia T, Chand PK, Thirthalli J, Patel V, Torous J, Rozatkar AR, Naslund JA, Bhan A. A qualitative exploration of perceived needs and barriers of individuals with schizophrenia, caregivers and clinicians in using mental health applications in Madhya Pradesh, India. SSM Ment Health. 2022 Dec; 2:100063. PMID: 36688236; PMCID: PMC9792372.

Citations:
Camacho E, Cohen A, Torous J. Assessment of Mental Health Services Available Through Smartphone Apps. JAMA Netw Open. 2022 12 01; 5(12):e2248784. PMID: 36576737; PMCID: PMC9857226.

Citations: Fields:
Med Medicine (General)
Translation:Humans
Winkler T, Büscher R, Larsen ME, Kwon S, Torous J, Firth J, Sander LB. Passive Sensing in the Prediction of Suicidal Thoughts and Behaviors: Protocol for a Systematic Review. JMIR Res Protoc. 2022 Nov 29; 11(11):e42146. PMID: 36445737; PMCID: PMC9748797.

Citations:
Currey D, Torous J. Digital Phenotyping Data to Predict Symptom Improvement and App Personalization: Protocol for a Prospective Study. JMIR Res Protoc. 2022 Nov 29; 11(11):e37954. PMID: 36445745; PMCID: PMC9748794.

Citations: 1
Krittanawong C, Isath A, Katz CL, Kaplin S, Wang Z, Ma M, Storch EA, Torous J, Ellis SR, Lavie CJ. Public perception of metaverse and mental health on Twitter: A sentiment analysis. Prog Cardiovasc Dis. 2022 Nov 26. PMID: 36442668.

Citations: Fields:
Car Cardiology Vas Vascular Diseases
Chang S, Torous J. Open notes and broader parallels in digital health: a commentary on C. Blease's 'Sharing online clinical notes with patients'. J Med Ethics. 2022 Nov 24. PMID: 36424128.

Citations: Fields:
Eth Ethics
Kwon S, Firth J, Joshi D, Torous J. Accessibility and availability of smartphone apps for schizophrenia. Schizophrenia (Heidelb). 2022 Nov 16; 8(1):98. PMID: 36385116; PMCID: PMC9668219.

Citations:
Naslund JA, Tyagi V, Khan A, Siddiqui S, Kakra Abhilashi M, Dhurve P, Mehta UM, Rozatkar A, Bhatia U, Vartak A, Torous J, Tugnawat D, Bhan A. Schizophrenia Assessment, Referral and Awareness Training for Health Auxiliaries (SARATHA): Protocol for a Mixed-Methods Pilot Study in Rural India. Int J Environ Res Public Health. 2022 11 13; 19(22). PMID: 36429654; PMCID: PMC9690971.

Citations: Fields:
Env Environmental Health Pub Public Health
Translation:Humans
Lakhtakia T, Bondre A, Chand PK, Chaturvedi N, Choudhary S, Currey D, Dutt S, Khan A, Kumar M, Gupta S, Nagendra S, Reddy PV, Rozatkar A, Scheuer L, Sen Y, Shrivastava R, Singh R, Thirthalli J, Tugnawat DK, Bhan A, Naslund JA, Patel V, Keshavan M, Mehta UM, Torous J. Smartphone digital phenotyping, surveys, and cognitive assessments for global mental health: Initial data and clinical correlations from an international first episode psychosis study. Digit Health. 2022 Jan-Dec; 8:20552076221133758. PMID: 36386246; PMCID: PMC9647298.

Citations: 1
Goldberg SB, Torous J, Sun S. Let's decide what would be convincing, conduct randomized trials with rigorous comparison conditions, and report tests of moderation and publication bias in meta-analyses. PLOS Digit Health. 2022; 1(11). PMID: 36484072; PMCID: PMC9728627.

Citations:
Smith K, Torous J, Cipriani A. Teaching Telepsychiatry Skills: Building on the Lessons of the COVID-19 Pandemic to Enhance Mental Health Care in the Future. JMIR Ment Health. 2022 Oct 14; 9(10):e37939. PMID: 35358948; PMCID: PMC9617186.

Citations:
Lipschitz JM, Van Boxtel R, Torous J, Firth J, Lebovitz JG, Burdick KE, Hogan TP. Digital Mental Health Interventions for Depression: Scoping Review of User Engagement. J Med Internet Res. 2022 10 14; 24(10):e39204. PMID: 36240001; PMCID: PMC9617183.

Citations: 1 Fields:
Med Medical Informatics
Translation:Humans
Harvey PD, Depp CA, Rizzo AA, Strauss GP, Spelber D, Carpenter LL, Kalin NH, Krystal JH, McDonald WM, Nemeroff CB, Rodriguez CI, Widge AS, Torous J. Technology and Mental Health: State of the Art for Assessment and Treatment. Am J Psychiatry. 2022 12 01; 179(12):897-914. PMID: 36200275.

Citations: 1 Fields:
Psy Psychiatry
Translation:Humans
Torous J. A path towards progress: lessons from the hard things about digital mental health. World Psychiatry. 2022 Oct; 21(3):419-420. PMID: 36073703; PMCID: PMC9453910.

Citations:
Camacho E, Torous J. Impact of Digital Literacy Training on Outcomes for People With Serious Mental Illness in Community and Inpatient Settings. Psychiatr Serv. 2022 Sep 27; appips20220205. PMID: 36164771.

Citations: Fields:
Psy Psychiatry
Scheuer L, Torous J. Usable Data Visualization for Digital Biomarkers: An Analysis of Usability, Data Sharing, and Clinician Contact. Digit Biomark. 2022 Sep-Dec; 6(3):98-106. PMID: 36471766; PMCID: PMC9719035.

Citations:
Torous J, Stern AD, Bourgeois FT. Regulatory considerations to keep pace with innovation in digital health products. NPJ Digit Med. 2022 Aug 19; 5(1):121. PMID: 35986056; PMCID: PMC9390099.

Citations: 3
Xie Q, Torous J, Goldberg SB. E-Mental Health for People with Personality Disorders: A Systematic Review. Curr Psychiatry Rep. 2022 10; 24(10):541-552. PMID: 35972718; PMCID: PMC9379895.

Citations: Fields:
Psy Psychiatry
Translation:Humans
Riadi I, Kervin L, Dhillon S, Teo K, Churchill R, Card KG, Sixsmith A, Moreno S, Fortuna KL, Torous J, Cosco TD. Digital interventions for depression and anxiety in older adults: a systematic review of randomised controlled trials. Lancet Healthy Longev. 2022 08; 3(8):e558-e571. PMID: 36102765.

Citations: Translation:Humans
Onyeaka HK, Muoghalu C, Baiden P, Okine L, Szlyk HS, Peoples JE, Kasson E, Cavazos-Rehg MSWP, Firth J, Torous J. Excessive screen time behaviors and cognitive difficulties among adolescents in the United States: Results from the 2017 and 2019 national youth risk behavior survey. Psychiatry Res. 2022 10; 316:114740. PMID: 35932571; PMCID: PMC9531574.

Citations: Fields:
Psy Psychiatry
Translation:Humans
Hsu M, Martin B, Ahmed S, Torous J, Suzuki J. 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 Form Res. 2022 Jul 07; 6(7):e38684. PMID: 35797102; PMCID: PMC9305402.

Citations:
Straczkiewicz M, Wisniewski H, Carlson KW, Heidary Z, Knights J, Keshavan M, Onnela JP, Torous J. Combining digital pill and smartphone data to quantify medication adherence in an observational psychiatric pilot study. Psychiatry Res. 2022 09; 315:114707. PMID: 35816924.

Citations: Fields:
Psy Psychiatry
Minen MT, George A, Camacho E, Yao L, Sahu A, Campbell M, Soviero M, Hossain Q, Verma D, Torous J. Assessment of Smartphone Apps for Common Neurologic Conditions (Headache, Insomnia, and Pain): Cross-sectional Study. JMIR Mhealth Uhealth. 2022 06 21; 10(6):e36761. PMID: 35727625; PMCID: PMC9257611.

Citations: Fields:
Med Medical Informatics
Translation:Humans
Bossarte RM, Kessler RC, Nierenberg AA, Chattopadhyay A, Cuijpers P, Enrique A, Foxworth PM, Gildea SM, Belnap BH, Haut MW, Law KB, Lewis WD, Liu H, Luedtke AR, Pigeon WR, Rhodes LA, Richards D, Rollman BL, Sampson NA, Stokes CM, Torous J, Webb TD, Zubizarreta JR. The Appalachia Mind Health Initiative (AMHI): a pragmatic randomized clinical trial of adjunctive internet-based cognitive behavior therapy for treating major depressive disorder among primary care patients. Trials. 2022 Jun 20; 23(1):520. PMID: 35725644; PMCID: PMC9207842.

Citations: Fields:
Med Medicine (General)The Therapeutics
Translation:Humans
Currey D, Torous J. Digital phenotyping correlations in larger mental health samples: analysis and replication. BJPsych Open. 2022 Jun 03; 8(4):e106. PMID: 35657687; PMCID: PMC9230632.

Citations:
D'Mello R, Melcher J, Torous J. Similarity matrix-based anomaly detection for clinical intervention. Sci Rep. 2022 06 02; 12(1):9162. PMID: 35654843; PMCID: PMC9163116.

Citations: Fields:
Sci Science
Translation:Humans
Espie CA, Firth J, Torous J. Evidence-informed is not enough: digital therapeutics also need to be evidence-based. World Psychiatry. 2022 Jun; 21(2):320-321. PMID: 35524617; PMCID: PMC9077620.

Citations:
Arigo D, Torous J. Development of a Mobile Assessment Tool for Understanding Social Comparison Processes Among Individuals With Schizophrenia: Two-Phase Survey Study. JMIR Form Res. 2022 May 02; 6(5):e36541. PMID: 35499856; PMCID: PMC9112081.

Citations:
Meyer A, Wisniewski H, Torous J. Coaching to Support Mental Health Apps: Exploratory Narrative Review. JMIR Hum Factors. 2022 Mar 08; 9(1):e28301. PMID: 35258468; PMCID: PMC8941429.

Citations:
Arega M, Linggonegoro DW, Dee EC, Torous J. Financial Worry and Psychological Distress Among Immigrants in the United States, 2013-2018. J Psychiatr Pract. 2022 03 03; 28(2):117-129. PMID: 35238823.

Citations: Fields:
Psy Psychiatry
Translation:Humans Cells
Lakhtakia T, Torous J. Current directions in digital interventions for mood and anxiety disorders. Curr Opin Psychiatry. 2022 03 01; 35(2):130-135. PMID: 34966117.

Citations: 1 Fields:
Psy Psychiatry
Translation:Humans
Ranjan T, Melcher J, Keshavan M, Smith M, Torous J. Longitudinal symptom changes and association with home time in people with schizophrenia: An observational digital phenotyping study. Schizophr Res. 2022 05; 243:64-69. PMID: 35245703.

Citations: Fields:
Psy Psychiatry
Translation:Humans
Melcher J, Patel S, Scheuer L, Hays R, Torous J. Assessing engagement features in an observational study of mental health apps in college students. Psychiatry Res. 2022 04; 310:114470. PMID: 35227991.

Citations: Fields:
Psy Psychiatry
Translation:Humans
O'Leary T, Torous J. Smartphone apps for eating disorders: An overview of the marketplace and research trends. Int J Eat Disord. 2022 05; 55(5):625-632. PMID: 35175640.

Citations: Fields:
Beh Behavioral Sciences
Translation:Humans
Thornton L, Osman B, Champion K, Green O, Wescott AB, Gardner LA, Stewart C, Visontay R, Whife J, Parmenter B, Birrell L, Bryant Z, Chapman C, Lubans D, Slade T, Torous J, Teesson M, Van de Ven P. Measurement Properties of Smartphone Approaches to Assess Diet, Alcohol Use, and Tobacco Use: Systematic Review. JMIR Mhealth Uhealth. 2022 02 17; 10(2):e27337. PMID: 35175212; PMCID: PMC8895282.

Citations: 1 Fields:
Med Medical Informatics
Translation:Humans
Beight L, Pardo J, McCarthy K, Dinkel A, de Lima A, Torous J, James TA, Shapiro FE. An electronic monitored anesthesia care (MAC) decision aid for breast conserving surgery. J Clin Anesth. 2022 06; 78:110648. PMID: 35131554.

Citations: Fields:
Ane Anesthesiology
Translation:Humans
Shin HD, Zaheer J, Rodak T, Torous J, Strudwick G. Information and communication technology-based interventions for suicide prevention implemented in clinical settings: a scoping review protocol. BMJ Open. 2022 Jan 31; 12(1):e056232. PMID: 35105648; PMCID: PMC8804626.

Citations: Fields:
Med Medicine (General)
Translation:Humans
Gansner M, Nisenson M, Lin V, Pong S, Torous J, Carson N. Problematic Internet Use Before and During the COVID-19 Pandemic in Youth in Outpatient Mental Health Treatment: App-Based Ecological Momentary Assessment Study. JMIR Ment Health. 2022 Jan 28; 9(1):e33114. PMID: 35089157; PMCID: PMC8797151.

Citations: 2
Gansner M, Nisenson M, Lin V, Carson N, Torous J. Piloting Smartphone Digital Phenotyping to Understand Problematic Internet Use in an Adolescent and Young Adult Sample. Child Psychiatry Hum Dev. 2022 Jan 19. PMID: 35044580.

Citations: 1 Fields:
Ped Pediatrics Psy Psychiatry
Bilden R, Torous J. Global Collaboration Around Digital Mental Health: The LAMP Consortium. J Technol Behav Sci. 2022; 7(2):227-233. PMID: 35071742; PMCID: PMC8764174.

Citations: 1
Goldberg SB, Lam SU, Simonsson O, Torous J, Sun S. Mobile phone-based interventions for mental health: A systematic meta-review of 14 meta-analyses of randomized controlled trials. PLOS Digit Health. 2022; 1(1). PMID: 35224559; PMCID: PMC8881800.

Citations: 2
Patel SK, Torous J. Exploring the Neuropsychiatric Sequalae of Perceived COVID-19 Exposure in College Students: A Pilot Digital Phenotyping Study. Front Psychiatry. 2021; 12:788926. PMID: 35082701; PMCID: PMC8784598.

Citations:
Vaidyam A, Halamka J, Torous J. Enabling Research and Clinical Use of Patient-Generated Health Data (the mindLAMP Platform): Digital Phenotyping Study. JMIR Mhealth Uhealth. 2022 01 07; 10(1):e30557. PMID: 34994710; PMCID: PMC8783287.

Citations: 1 Fields:
Med Medical Informatics
Translation:Humans
Shvetz C, Gu F, Drodge J, Torous J, Guimond S. Validation of an ecological momentary assessment to measure processing speed and executive function in schizophrenia. NPJ Schizophr. 2021 Dec 21; 7(1):64. PMID: 34934063; PMCID: PMC8692600.

Citations: 1
Wu A, Parris RS, Scarella TM, Tibbles CD, Torous J, Hill KP. What gets resident physicians stressed and how would they prefer to be supported? A best-worst scaling study. Postgrad Med J. 2022 Dec; 98(1166):930-935. PMID: 34810273.

Citations: Fields:
Med Medicine (General)
Bentley KH, Maimone JS, Kilbury EN, Tate MS, Wisniewski H, Levine MT, Roberg R, Torous JB, Nock MK, Kleiman EM. Practices for monitoring and responding to incoming data on self-injurious thoughts and behaviors in intensive longitudinal studies: A systematic review. Clin Psychol Rev. 2021 12; 90:102098. PMID: 34763126; PMCID: PMC8663717.

Citations: 3 Fields:
Psy Psychology
Translation:Humans
Blease C, Kharko A, Hägglund M, O'Neill S, Wachenheim D, Salmi L, Harcourt K, Locher C, DesRoches CM, Torous J. The benefits and harms of open notes in mental health: A Delphi survey of international experts. PLoS One. 2021; 16(10):e0258056. PMID: 34644320.

Citations: Fields:
Med Medicine (General)Sci Science
Translation:Humans
Wu A, Radhakrishnan V, Targan E, Scarella TM, Torous J, Hill KP. Self-Reported Preferences for Help-Seeking and Barriers to Using Mental Health Supports Among Internal Medicine Residents: Exploratory Use of an Econometric Best-Worst Scaling Framework for Gathering Physician Wellness Preferences. JMIR Med Educ. 2021 Oct 06; 7(4):e28623. PMID: 34612838; PMCID: PMC8529465.

Citations:
Kalinich M, Ebrahim S, Hays R, Melcher J, Vaidyam A, Torous J. Applying machine learning to smartphone based cognitive and sleep assessments in schizophrenia. Schizophr Res Cogn. 2022 Mar; 27:100216. PMID: 34934638; PMCID: PMC8655108.

Citations:
Torous J, Bucci S, Bell IH, Kessing LV, Faurholt-Jepsen M, Whelan P, Carvalho AF, Keshavan M, Linardon J, Firth J. The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality. World Psychiatry. 2021 Oct; 20(3):318-335. PMID: 34505369; PMCID: PMC8429349.

Citations: 19
Mosquera MJ, Ward HB, Holland C, Boland R, Torous J. Using objective clinical metrics to understand the relationship between the electronic health record and physician well-being: observational pilot study. BJPsych Open. 2021 Sep 21; 7(5):e174. PMID: 34545781.

Citations:
Torous J, Lagan S. To the editor: New approaches toward actionable mobile health evaluation. J Am Med Inform Assoc. 2021 09 18; 28(10):2306-2307. PMID: 34363677; PMCID: PMC8449605.

Citations: Fields:
Med Medical Informatics
Onyeaka H, Firth J, Enemuo V, Muoghalu C, Naslund J, Baiden P, Torous J. Exploring the Association Between Electronic Wearable Device Use and Levels of Physical Activity Among Individuals With Depression and Anxiety: A Population Level Study. Front Digit Health. 2021; 3:707900. PMID: 34713178.

Citations:
Kahane K, François J, Torous J. PERSPECTIVE: The Digital Health App Policy Landscape: Regulatory Gaps and Choices Through the Lens of Mental Health. J Ment Health Policy Econ. 2021 Sep 01; 24(3):101-108. PMID: 34554108.

Citations: Fields:
Hea Health Services Psy Psychology Pub Public Health
Translation:Humans Cells PHPublic Health
Rodriguez-Villa E, Rozatkar AR, Kumar M, Patel V, Bondre A, Naik SS, Dutt S, Mehta UM, Nagendra S, Tugnawat D, Shrivastava R, Raghuram H, Khan A, Naslund JA, Gupta S, Bhan A, Thirthall J, Chand PK, Lakhtakia T, Keshavan M, Torous J. Cross cultural and global uses of a digital mental health app: results of focus groups with clinicians, patients and family members in India and the United States. Glob Ment Health (Camb). 2021; 8:e30. PMID: 34512999; PMCID: PMC8392688.

Citations:
Stratton E, Jones N, Peters SE, Torous J, Glozier N. Digital mHealth Interventions for Employees: Systematic Review and Meta-Analysis of Their Effects on Workplace Outcomes. J Occup Environ Med. 2021 Aug 01; 63(8):e512-e525. PMID: 34050095.

Citations: Fields:
Env Environmental Health Occ Occupational Medicine
Translation:Humans
Onyeaka H, Firth J, Kessler RC, Lovell K, Torous J. Use of smartphones, mobile apps and wearables for health promotion by people with anxiety or depression: An analysis of a nationally representative survey data. Psychiatry Res. 2021 10; 304:114120. PMID: 34303946.

Citations: Fields:
Psy Psychiatry
Translation:Humans
Peck P, Torous J, Sullivan S. Evolution of Telehealth in Ambulatory Psychiatry: A One Year Perspective. Adm Policy Ment Health. 2022 01; 49(1):1-4. PMID: 34196883; PMCID: PMC8245659.

Citations: 1 Fields:
Hea Health Services Psy Psychology
Translation:Humans Cells
Grzenda A, Kraguljac NV, McDonald WM, Nemeroff C, Torous J, Alpert JE, Rodriguez CI, Widge AS. Evaluating the Machine Learning Literature: A Primer and User's Guide for Psychiatrists. Am J Psychiatry. 2021 08 01; 178(8):715-729. PMID: 34080891.

Citations: 7 Fields:
Psy Psychiatry
Translation:Humans
Camacho E, Torous J. Introducing an implementation framework for augmenting care with digital technology for early psychosis patients: theory and motivation. J Ment Health. 2022 Dec; 31(6):816-824. PMID: 34057008.

Citations: Fields:
Psy Psychiatry Psy Psychology
Torous J, Huffman J. Mobile mental health: Bridging psychiatry and neurology through engaging innovations. Gen Hosp Psychiatry. 2022 Mar-Apr; 75:90-91. PMID: 34078550; PMCID: PMC8898336.

Citations: 1 Fields:
Hos Hospitals Psy Psychiatry
Translation:Humans
Parrish EM, Filip TF, Torous J, Nebeker C, Moore RC, Depp CA. Are Mental Health Apps Adequately Equipped to Handle Users in Crisis? Crisis. 2022 Jul; 43(4):289-298. PMID: 34042465; PMCID: PMC8641126.

Citations: 3 Fields:
Beh Behavioral Sciences
Goldberg SB, Baldwin SA, Riordan KM, Torous J, Dahl CJ, Davidson RJ, Hirshberg MJ. Alliance With an Unguided Smartphone App: Validation of the Digital Working Alliance Inventory. Assessment. 2022 09; 29(6):1331-1345. PMID: 34000843; PMCID: PMC8599525.

Citations: 4 Fields:
Psy Psychology
Translation:Humans
Weizenbaum EL, Fulford D, Torous J, Pinsky E, Kolachalama VB, Cronin-Golomb A. Smartphone-Based Neuropsychological Assessment in Parkinson's Disease: Feasibility, Validity, and Contextually Driven Variability in Cognition. J Int Neuropsychol Soc. 2022 04; 28(4):401-413. PMID: 33998438.