Harvard Catalyst Profiles

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John B. Torous, M.D.

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Institution
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Biography
2020
Early Career Psychiatry Award
2020
Departmental Teaching Award
2017
Young Investigator Award
2016
Dupont Warren Fellowship
2015
The Laughlin Fellowship
2014
NIMH Outstanding Resident Award
2013
Geriatric Mental Health Honors Scholar

Overview

Mentoring
Digital Mental Health [login at prompt]
Available: 01/10/22, Expires: 12/31/22

Our group has several focuses including 1) investigating smartphone based digital phenotyping to predict relapse in mental health and 2) developing digital health tools for college mental health. Our goal is to understand how digital signals generated by everyday use of smartphones may be associated with symptomatology and to improve the quality and accessibility of treatment for mental illness through education, research, and innovation in digital psychiatry. We also seek to design mental health interventions offered via digital health. A working knowledge of statistics and computer science is necessary as is programming in R or Python. Opportunities are also available for the research assistant to be involved in supervised clinical and neurocognitive assessments. Further clinical shadowing is also possible throughout the hospital. Current projects include: digital phenotyping in smartphone usage for patients with psychosis, developing and testing a smartphone application platform for mental health used in the US, India, and Canada, and digital phenotyping for child psychiatry. For more information, visit our team's website at https://www.digitalpsych.org.


Research
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.
  1. 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

Featured Content

Bibliographic
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.
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  1. 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:    Fields:    
  2. 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:    
  3. 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 Oct 06; appiajp21121254. PMID: 36200275.
    Citations:    Fields:    
  4. 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:    
  5. 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:    
  6. 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:    
  7. Xie Q, Torous J, Goldberg SB. E-Mental Health for People with Personality Disorders: A Systematic Review. Curr Psychiatry Rep. 2022 Oct; 24(10):541-552. PMID: 35972718; PMCID: PMC9379895.
    Citations:    Fields:    
  8. 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 Aug; 3(8):e558-e571. PMID: 36102765.
    Citations:    
  9. 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:    
  10. 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:    
  11. 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:    
  12. 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:    Translation:Humans
  13. 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:    Translation:Humans
  14. 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:    
  15. 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:    Translation:Humans
  16. 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:    
  17. 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:    
  18. 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:    
  19. 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:    Translation:HumansCells
  20. 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: 1     Fields:    Translation:Humans
  21. 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:    Translation:Humans
  22. 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:    Translation:Humans
  23. 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: 2     Fields:    Translation:Humans
  24. 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:    Translation:Humans
  25. 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:    Translation:Humans
  26. 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: 1     Fields:    Translation:Humans
  27. 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: 3     
  28. 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:    
  29. 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: 12     
  30. 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     
  31. 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:    
  32. 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:    Translation:Humans
  33. 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.
    Citations:    
  34. 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. 2021 Nov 22. PMID: 34810273.
    Citations: 1     Fields:    
  35. 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.
    Citations: 5     Fields:    Translation:Humans
  36. 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:    Translation:Humans
  37. 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:    
  38. 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:    
  39. 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: 39     
  40. 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:    
  41. 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:    
  42. 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:    
  43. 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:    Translation:HumansCellsPHPublic Health
  44. 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: 1     
  45. 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: 4     Fields:    Translation:Humans
  46. 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: 3     Fields:    Translation:Humans
  47. 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:    Translation:HumansCells
  48. 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: 10     Fields:    Translation:Humans
  49. Camacho E, Torous J. Introducing an implementation framework for augmenting care with digital technology for early psychosis patients: theory and motivation. J Ment Health. 2021 May 30; 1-9. PMID: 34057008.
    Citations:    Fields:    
  50. 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:    Fields:    Translation:Humans
  51. 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: 4     Fields:    
  52. 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: 5     Fields:    Translation:Humans
  53. 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.
    Citations: 2     Fields:    Translation:Humans
  54. Torous J. Digital Interventions for Adults With Symptoms of Depression and Children and Adolescents With Symptoms of Obsessive-Compulsive Disorder. JAMA. 2021 05 11; 325(18):1839-1840. PMID: 33974030.
    Citations:    Fields:    Translation:Humans
  55. Connolly SL, Kuhn E, Possemato K, Torous J. Digital Clinics and Mobile Technology Implementation for Mental Health Care. Curr Psychiatry Rep. 2021 05 07; 23(7):38. PMID: 33961135; PMCID: PMC8103883.
    Citations: 7     Fields:    Translation:HumansCells
  56. Feldman N, Back D, Boland R, Torous J. A systematic review of mHealth application interventions for peripartum mood disorders: trends and evidence in academia and industry. Arch Womens Ment Health. 2021 12; 24(6):881-892. PMID: 33929636.
    Citations: 6     Fields:    Translation:Humans
  57. Lagan S, D'Mello R, Vaidyam A, Bilden R, Torous J. Assessing mental health apps marketplaces with objective metrics from 29,190 data points from 278 apps. Acta Psychiatr Scand. 2021 08; 144(2):201-210. PMID: 33835483.
    Citations: 9     Fields:    Translation:Humans
  58. Huilgol YS, Torous J, Gold JA, Goldman ML. Telemental health policies for college students during COVID-19. J Am Coll Health. 2021 Apr 23; 1-5. PMID: 33891526.
    Citations: 1     Fields:    
  59. Lagan S, Emerson MR, King D, Matwin S, Chan SR, Proctor S, Tartaglia J, Fortuna KL, Aquino P, Walker R, Dirst M, Benson N, Myrick KJ, Tatro N, Gratzer D, Torous J. Mental Health App Evaluation: Updating the American Psychiatric Association's Framework Through a Stakeholder-Engaged Workshop. Psychiatr Serv. 2021 09 01; 72(9):1095-1098. PMID: 33882716.
    Citations: 6     Fields:    Translation:Humans
  60. Druss BG, Cohen AN, Brister T, Cotes RO, Hendry P, Rolin D, Torous J, Ventura J, Gorrindo T. Supporting the Mental Health Workforce During and After COVID-19. Psychiatr Serv. 2021 10 01; 72(10):1222-1224. PMID: 33882690.
    Citations: 4     Fields:    Translation:HumansCellsPHPublic Health
  61. Blease C, Torous J, Kharko A, DesRoches CM, Harcourt K, O'Neill S, Salmi L, Wachenheim D, Hägglund M. Preparing Patients and Clinicians for Open Notes in Mental Health: Qualitative Inquiry of International Experts. JMIR Ment Health. 2021 Apr 16; 8(4):e27397. PMID: 33861202.
    Citations: 3     
  62. Rauseo-Ricupero N, Henson P, Agate-Mays M, Torous J. Case studies from the digital clinic: integrating digital phenotyping and clinical practice into today's world. Int Rev Psychiatry. 2021 06; 33(4):394-403. PMID: 33792463.
    Citations: 5     Fields:    Translation:Humans
  63. Blease CR, O'Neill SF, Torous J, DesRoches CM, Hagglund M. Patient Access to Mental Health Notes: Motivating Evidence-Informed Ethical Guidelines. J Nerv Ment Dis. 2021 04 01; 209(4):265-269. PMID: 33764954.
    Citations: 5     Fields:    Translation:Humans
  64. Melcher J, Lavoie J, Hays R, D'Mello R, Rauseo-Ricupero N, Camacho E, Rodriguez-Villa E, Wisniewski H, Lagan S, Vaidyam A, Torous J. Digital phenotyping of student mental health during COVID-19: an observational study of 100 college students. J Am Coll Health. 2021 Mar 26; 1-13. PMID: 33769927.
    Citations: 3     Fields:    
  65. Saha K, Torous J, Kiciman E, De Choudhury M. Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data. JMIR Ment Health. 2021 Mar 19; 8(3):e26589. PMID: 33739296.
    Citations: 5     
  66. Lagan S, Sandler L, Torous J. Evaluating evaluation frameworks: a scoping review of frameworks for assessing health apps. BMJ Open. 2021 03 19; 11(3):e047001. PMID: 33741674.
    Citations: 6     Fields:    Translation:Humans
  67. Henson P, Rodriguez-Villa E, Torous J. Investigating Associations Between Screen Time and Symptomatology in Individuals With Serious Mental Illness: Longitudinal Observational Study. J Med Internet Res. 2021 03 10; 23(3):e23144. PMID: 33688835.
    Citations:    Fields:    Translation:Humans
  68. Blease C, Dong Z, Torous J, Walker J, Hägglund M, DesRoches CM. Association of Patients Reading Clinical Notes With Perception of Medication Adherence Among Persons With Serious Mental Illness. JAMA Netw Open. 2021 03 01; 4(3):e212823. PMID: 33760088.
    Citations: 6     Fields:    Translation:Humans
  69. Carpenter-Song E, Acquilano SC, Noel V, Al-Abdulmunem M, Torous J, Drake RE. Individualized Intervention to Support Mental Health Recovery Through Implementation of Digital Tools into Clinical Care: Feasibility Study. Community Ment Health J. 2022 01; 58(1):99-110. PMID: 33611684; PMCID: PMC7897361.
    Citations: 2     Fields:    Translation:Humans
  70. Morton E, Torous J, Murray G, Michalak EE. Using apps for bipolar disorder - An online survey of healthcare provider perspectives and practices. J Psychiatr Res. 2021 05; 137:22-28. PMID: 33647725.
    Citations: 3     Fields:    Translation:Humans
  71. Iliescu R, Kumaravel A, Smurawska L, Torous J, Keshavan M. Smartphone ownership and use of mental health applications by psychiatric inpatients. Psychiatry Res. 2021 05; 299:113806. PMID: 33667947.
    Citations: 2     Fields:    Translation:Humans
  72. Muñoz AO, Camacho E, Torous J. Marketplace and Literature Review of Spanish Language Mental Health Apps. Front Digit Health. 2021; 3:615366. PMID: 34713093.
    Citations: 5     
  73. Lee EE, Torous J, De Choudhury M, Depp CA, Graham SA, Kim HC, Paulus MP, Krystal JH, Jeste DV. Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom. Biol Psychiatry Cogn Neurosci Neuroimaging. 2021 09; 6(9):856-864. PMID: 33571718; PMCID: PMC8349367.
    Citations: 8     Fields:    Translation:Humans
  74. Rodriguez-Villa E, Mehta UM, Naslund J, Tugnawat D, Gupta S, Thirthalli J, Bhan A, Patel V, Chand PK, Rozatkar A, Keshavan M, Torous J. Smartphone Health Assessment for Relapse Prevention (SHARP): a digital solution toward global mental health - CORRIGENDUM. BJPsych Open. 2021 Feb 05; 7(2):e48. PMID: 33541463.
    Citations: 1     
  75. Mohr DC, Azocar F, Bertagnolli A, Choudhury T, Chrisp P, Frank R, Harbin H, Histon T, Kaysen D, Nebeker C, Richards D, Schueller SM, Titov N, Torous J, Areán PA. Banbury Forum Consensus Statement on the Path Forward for Digital Mental Health Treatment. Psychiatr Serv. 2021 06; 72(6):677-683. PMID: 33467872; PMCID: PMC8822332.
    Citations: 17     Fields:    Translation:Humans
  76. Blease CR, Walker J, Torous J, O'Neill S. Corrigendum: Sharing Clinical Notes in Psychotherapy: A New Tool to Strengthen Patient Autonomy. Front Psychiatry. 2020; 11:636411. PMID: 33536954; PMCID: PMC7849277.
    Citations:    
  77. Rodriguez-Villa E, Camacho E, Torous J. Psychiatric rehabilitation through teaching smartphone skills to improve functional outcomes in serious mental illness. Internet Interv. 2021 Mar; 23:100366. PMID: 33532245; PMCID: PMC7822966.
    Citations: 3     
  78. Rauseo-Ricupero N, Torous J. Technology Enabled Clinical Care (TECC): Protocol for a Prospective Longitudinal Cohort Study of Smartphone-Augmented Mental Health Treatment. JMIR Res Protoc. 2021 Jan 14; 10(1):e23771. PMID: 33296869.
    Citations: 1     
  79. Henson P, D'Mello R, Vaidyam A, Keshavan M, Torous J. Anomaly detection to predict relapse risk in schizophrenia. Transl Psychiatry. 2021 01 11; 11(1):28. PMID: 33431818.
    Citations: 6     Fields:    Translation:Humans
  80. Rodriguez-Villa E, Mehta UM, Naslund J, Tugnawat D, Gupta S, Thirtalli J, Bhan A, Patel V, Chand PK, Rozatkar A, Keshavan M, Torous J. Smartphone Health Assessment for Relapse Prevention (SHARP): a digital solution toward global mental health. BJPsych Open. 2021 01 07; 7(1):e29. PMID: 33407986.
    Citations: 2     
  81. Nock MK, Kleiman EM, Abraham M, Bentley KH, Brent DA, Buonopane RJ, Castro-Ramirez F, Cha CB, Dempsey W, Draper J, Glenn CR, Harkavy-Friedman J, Hollander MR, Huffman JC, Lee HIS, Millner AJ, Mou D, Onnela JP, Picard RW, Quay HM, Rankin O, Sewards S, Torous J, Wheelis J, Whiteside U, Siegel G, Ordóñez AE, Pearson JL. Consensus Statement on Ethical & Safety Practices for Conducting Digital Monitoring Studies with People at Risk of Suicide and Related Behaviors. Psychiatr Res Clin Pract. 2021; 3(2):57-66. PMID: 34414359; PMCID: PMC8372411.
    Citations: 10     
  82. Firth JA, Torous J, Firth J. Exploring the Impact of Internet Use on Memory and Attention Processes. Int J Environ Res Public Health. 2020 12 17; 17(24). PMID: 33348890; PMCID: PMC7766706.
    Citations: 2     Fields:    Translation:Humans
  83. Barnett I, Torous J, Reeder HT, Baker J, Onnela JP. Determining sample size and length of follow-up for smartphone-based digital phenotyping studies. J Am Med Inform Assoc. 2020 12 09; 27(12):1844-1849. PMID: 33043370.
    Citations: 4     Fields:    Translation:Humans
  84. Lagan S, Ramakrishnan A, Lamont E, Ramakrishnan A, Frye M, Torous J. Digital health developments and drawbacks: a review and analysis of top-returned apps for bipolar disorder. Int J Bipolar Disord. 2020 Dec 01; 8(1):39. PMID: 33259047.
    Citations: 11     
  85. Camacho E, Torous J. Interest and readiness for digital mental health in coordinate specialty care for early course psychosis: A survey study of 42 programs in 30 states. Early Interv Psychiatry. 2021 10; 15(5):1243-1255. PMID: 33260266.
    Citations: 2     Fields:    Translation:HumansCellsPHPublic Health
  86. Torous J, Wykes T. Opportunities From the Coronavirus Disease 2019 Pandemic for Transforming Psychiatric Care With Telehealth. JAMA Psychiatry. 2020 12 01; 77(12):1205-1206. PMID: 32391857.
    Citations: 45     Fields:    Translation:HumansCellsPHPublic Health
  87. Mercier HW, Hamner JW, Torous J, Onnela JP, Taylor JA. Digital Phenotyping to Quantify Psychosocial Well-Being Trajectories After Spinal Cord Injury. Am J Phys Med Rehabil. 2020 12; 99(12):1138-1144. PMID: 32576743; PMCID: PMC7680265.
    Citations: 1     Fields:    Translation:Humans
  88. Blease C, Torous J, Hägglund M. Does Patient Access to Clinical Notes Change Documentation? Front Public Health. 2020; 8:577896. PMID: 33330320; PMCID: PMC7728689.
    Citations: 8  &nb