Harvard Catalyst Profiles

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John B. Torous, M.D.

Title
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Department
Address
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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: 10/15/20, Expires: 10/15/21

The Division of Digital Psychiatry is a collaborative research group at the Beth Israel Deaconess Medical Center. There has been an increase in usage, and spike in the demand for telehealth and mental wellness apps. Not all apps are created equally, in addition to privacy and security, some are actually proven to be detrimental to wellness. The BIDMC project aims to codify in a quantifiable way the relative effects of scalable mental health apps. The results will reduce the 10,000+ apps to surface the ones that are the most promising. In this project,  students will gain practical app evaluation skills and develop a deeper understanding of the digital mental health app landscape​. Opportunities for data analysis and creation of matching algorithms, clinical research, and design are all possible. Results of the work may lead to journal publications and / or community outreach opportunities. Work can be done remotely or in person; and Dr. Torous and his team are available to mentor and work with students. The expected time commitment is at least 2 hours per week. Learn more at https://www.digitalpsych


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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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.
  1. Torous J, Lagan S. To the editor: New approaches toward actionable mobile health evaluation. J Am Med Inform Assoc. 2021 Aug 07. PMID: 34363677.
    Citations:    Fields:    
  2. 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:    
  3. 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 Jul 18; 304:114120. PMID: 34303946.
    Citations:    Fields:    
  4. Peck P, Torous J, Sullivan S. Evolution of Telehealth in Ambulatory Psychiatry: A One Year Perspective. Adm Policy Ment Health. 2021 Jul 01. PMID: 34196883.
    Citations:    Fields:    
  5. 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 Aug 01; 178(8):715-729. PMID: 34080891.
    Citations:    Fields:    
  6. 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:    
  7. Torous J, Huffman J. Mobile mental health: Bridging psychiatry and neurology through engaging innovations. Gen Hosp Psychiatry. 2021 May 27. PMID: 34078550.
    Citations:    Fields:    
  8. Parrish EM, Filip TF, Torous J, Nebeker C, Moore RC, Depp CA. Are Mental Health Apps Adequately Equipped to Handle Users in Crisis? Crisis. 2021 May 27. PMID: 34042465.
    Citations:    Fields:    
  9. 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. 2021 May 18; 10731911211015310. PMID: 34000843.
    Citations:    Fields:    
  10. 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. 2021 May 17; 1-13. PMID: 33998438.
    Citations:    Fields:    
  11. 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
  12. 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.
    Citations:    Fields:    Translation:Humans
  13. 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 Apr 30. PMID: 33929636.
    Citations:    Fields:    
  14. 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 Aug; 144(2):201-210. PMID: 33835483.
    Citations: 2     Fields:    
  15. 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:    Fields:    
  16. 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 Sep 01; 72(9):1095-1098. PMID: 33882716.
    Citations:    Fields:    
  17. 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 Apr 22; appips202000509. PMID: 33882690.
    Citations:    Fields:    
  18. 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:    
  19. 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 Apr 01; 209(4):265-269. PMID: 33764954.
    Citations:    Fields:    
  20. 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:    Fields:    Translation:Humans
  21. 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:    Fields:    
  22. 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: 1     Fields:    Translation:Humans
  23. 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: 1     
  24. 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:    
  25. 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: 1     Fields:    Translation:Humans
  26. 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. 2021 Feb 21. PMID: 33611684.
    Citations:    Fields:    
  27. 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:    Fields:    Translation:Humans
  28. 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: 1     Fields:    Translation:Humans
  29. 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 Feb 08. PMID: 33571718.
    Citations: 2     Fields:    
  30. 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:    
  31. 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.
    Citations: 1     Fields:    Translation:Humans
  32. 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.
    Citations:    
  33. 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.
    Citations:    
  34. 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:    
  35. 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:    Fields:    Translation:Humans
  36. 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 Jan 07; 7(1):e29. PMID: 33407986.
    Citations: 1     
  37. 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.
    Citations:    
  38. 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.
    Citations:    Fields:    Translation:Humans
  39. 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: 1     Fields:    Translation:Humans
  40. 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.
    Citations:    Fields:    Translation:Humans
  41. 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: 26     Fields:    Translation:HumansPHPublic Health
  42. 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:    Fields:    
  43. 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:    
  44. Blease C, Torous J, Hägglund M. Does Patient Access to Clinical Notes Change Documentation? Front Public Health. 2020; 8:577896. PMID: 33330320.
    Citations: 2     Translation:Humans
  45. Kinoshita S, Cortright K, Crawford A, Mizuno Y, Yoshida K, Hilty D, Guinart D, Torous J, Correll CU, Castle DJ, Rocha D, Yang Y, Xiang YT, Kølbæk P, Dines D, ElShami M, Jain P, Kallivayalil R, Solmi M, Favaro A, Veronese N, Seedat S, Shin S, Salazar de Pablo G, Chang CH, Su KP, Karas H, Kane JM, Yellowlees P, Kishimoto T. Changes in telepsychiatry regulations during the COVID-19 pandemic: 17 countries and regions' approaches to an evolving healthcare landscape. Psychol Med. 2020 Nov 27; 1-8. PMID: 33243311.
    Citations: 6     Fields:    
  46. Wisniewski H, Gorrindo T, Rauseo-Ricupero N, Hilty D, Torous J. The Role of Digital Navigators in Promoting Clinical Care and Technology Integration into Practice. Digit Biomark. 2020; 4(Suppl 1):119-135. PMID: 33442585.
    Citations: 3     
  47. Saha K, Torous J, Caine ED, De Choudhury M. Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media. J Med Internet Res. 2020 11 24; 22(11):e22600. PMID: 33156805.
    Citations: 7     Fields:    Translation:Humans
  48. Lagan S, Camacho E, Torous J. Is there a clinically relevant, publicly accessible app for that? Exploring the clinical relevance and availability of mobile apps for schizophrenia and psychosis. Schizophr Res. 2021 04; 230:98-99. PMID: 33199169.
    Citations: 2     Fields:    Translation:Humans
  49. Bonet L, Torous J, Arce D, Blanquer I, Sanjuan J. ReMindCare App for Early Psychosis: Pragmatic Real World Intervention and Usability Study. JMIR Mhealth Uhealth. 2020 11 06; 8(11):e22997. PMID: 33155986.
    Citations:    Fields:    Translation:Humans
  50. Hilty DM, Zalpuri I, Torous J, Nelson EL. Child and adolescent asynchronous technology competencies for clinical care and training: Scoping review. Fam Syst Health. 2021 03; 39(1):121-152. PMID: 33151726.
    Citations: 1     Fields:    
  51. Hays R, Keshavan M, Wisniewski H, Torous J. Deriving symptom networks from digital phenotyping data in serious mental illness. BJPsych Open. 2020 Nov 03; 6(6):e135. PMID: 33138889.
    Citations:    
  52. Schueller SM, Torous J. Scaling evidence-based treatments through digital mental health. Am Psychol. 2020 11; 75(8):1093-1104. PMID: 33252947.
    Citations: 3     Fields:    
  53. Jayarajan D, Sivakumar T, Torous JB, Thirthalli J. Telerehabilitation in Psychiatry. Indian J Psychol Med. 2020 Oct; 42(5 Suppl):57S-62S. PMID: 33354066.
    Citations:    
  54. Carrión RE, Auther AM, McLaughlin D, Addington J, Bearden CE, Cadenhead KS, Cannon TD, Keshavan M, Mathalon DH, McGlashan TH, Perkins DO, Seidman L, Stone W, Tsuang M, Walker EF, Woods SW, Torous J, Cornblatt BA. Social decline in the psychosis prodrome: Predictor potential and heterogeneity of outcome. Schizophr Res. 2021 01; 227:44-51. PMID: 33131983.
    Citations:    Fields:    Translation:Humans
  55. Powell A, Torous J. A Patient-Centered Framework for Measuring the Economic Value of the Clinical Benefits of Digital Health Apps: Theoretical Modeling. JMIR Ment Health. 2020 Oct 30; 7(10):e18812. PMID: 33124995.
    Citations:    
  56. Blease CR, Walker J, Torous J, O'Neill S. Sharing Clinical Notes in Psychotherapy: A New Tool to Strengthen Patient Autonomy. Front Psychiatry. 2020; 11:527872. PMID: 33192647.
    Citations: 2     
  57. Rodriguez-Villa E, Naslund J, Keshavan M, Patel V, Torous J. Making mental health more accessible in light of COVID-19: Scalable digital health with digital navigators in low and middle-income countries. Asian J Psychiatr. 2020 Dec; 54:102433. PMID: 33271713.
    Citations:    Fields:    Translation:Humans
  58. Alon N, Stern AD, Torous J. Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification With Top Health Apps in the United States: Quality Improvement Study. JMIR Mhealth Uhealth. 2020 10 26; 8(10):e20482. PMID: 32927429.
    Citations: 1     Fields:    Translation:Humans
  59. Vaidyam AN, Linggonegoro D, Torous J. Changes to the Psychiatric Chatbot Landscape: A Systematic Review of Conversational Agents in Serious Mental Illness: Changements du paysage psychiatrique des chatbots: une revue systématique des agents conversationnels dans la maladie mentale sérieuse. Can J Psychiatry. 2021 04; 66(4):339-348. PMID: 33063526.
    Citations: 2     Fields:    Translation:Humans
  60. Bergin AD, Vallejos EP, Davies EB, Daley D, Ford T, Harold G, Hetrick S, Kidner M, Long Y, Merry S, Morriss R, Sayal K, Sonuga-Barke E, Robinson J, Torous J, Hollis C. Preventive digital mental health interventions for children and young people: a review of the design and reporting of research. NPJ Digit Med. 2020; 3:133. PMID: 33083568.
    Citations: 4     
  61. Melcher J, Camacho E, Lagan S, Torous J. College student engagement with mental health apps: analysis of barriers to sustained use. J Am Coll Health. 2020 Oct 13; 1-7. PMID: 33048626.
    Citations:    Fields:    
  62. Low DM, Rumker L, Talkar T, Torous J, Cecchi G, Ghosh SS. Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study. J Med Internet Res. 2020 10 12; 22(10):e22635. PMID: 32936777.
    Citations: 10     Fields:    Translation:HumansCellsPHPublic Health
  63. Nebeker C, Bartlett Ellis RJ, Torous J. Development of a decision-making checklist tool to support technology selection in digital health research. Transl Behav Med. 2020 10 08; 10(4):1004-1015. PMID: 31120511.
    Citations: 9     Fields:    Translation:Humans
  64. Torous J, Choudhury T, Barnett I, Keshavan M, Kane J. Smartphone relapse prediction in serious mental illness: a pathway towards personalized preventive care. World Psychiatry. 2020 Oct; 19(3):308-309. PMID: 32931109.
    Citations:    
  65. Firth J, Solmi M, Wootton RE, Vancampfort D, Schuch FB, Hoare E, Gilbody S, Torous J, Teasdale SB, Jackson SE, Smith L, Eaton M, Jacka FN, Veronese N, Marx W, Ashdown-Franks G, Siskind D, Sarris J, Rosenbaum S, Carvalho AF, Stubbs B. A meta-review of "lifestyle psychiatry": the role of exercise, smoking, diet and sleep in the prevention and treatment of mental disorders. World Psychiatry. 2020 Oct; 19(3):360-380. PMID: 32931092.
    Citations: 21     
  66. Melcher J, Hays R, Torous J. Digital phenotyping for mental health of college students: a clinical review. Evid Based Ment Health. 2020 Nov; 23(4):161-166. PMID: 32998937.
    Citations: 5     Fields:    Translation:HumansCellsPHPublic Health
  67. Song W, Kossowsky J, Torous J, Chen CY, Huang H, Mukamal KJ, Berde CB, Bates DW, Wright A. Genome-wide association analysis of opioid use disorder: A novel approach using clinical data. Drug Alcohol Depend. 2020 12 01; 217:108276. PMID: 32961455.
    Citations:    Fields:    Translation:Humans
  68. Henson P, Pearson JF, Keshavan M, Torous J. Impact of dynamic greenspace exposure on symptomatology in individuals with schizophrenia. PLoS One. 2020; 15(9):e0238498. PMID: 32881899.
    Citations: 2     Fields:    Translation:HumansAnimals
  69. Henson P, Wisniewski H, Stromeyer Iv C, Torous J. Digital Health Around Clinical High Risk and First-Episode Psychosis. Curr Psychiatry Rep. 2020 09 03; 22(11):58. PMID: 32880764.
    Citations: 2     Fields:    Translation:Humans
  70. Benoit J, Onyeaka H, Keshavan M, Torous J. Systematic Review of Digital Phenotyping and Machine Learning in Psychosis Spectrum Illnesses. Harv Rev Psychiatry. 2020 Sep/Oct; 28(5):296-304. PMID: 32796192.
    Citations: 1     Fields:    
  71. Merchant R, Torous J, Rodriguez-Villa E, Naslund JA. Digital technology for management of severe mental disorders in low-income and middle-income countries. Curr Opin Psychiatry. 2020 09; 33(5):501-507. PMID: 32520747.
    Citations: 4     Fields:    Translation:HumansCellsPHPublic Health
  72. Radhakrishnan V, Sharma S, Baca C, Torous J, Dunn E. Impact of Collateral on Emergency Department Length of Stay in College-Aged Patients. Psychiatr Q. 2020 09; 91(3):761-768. PMID: 32219723.
    Citations:    Fields:    Translation:Humans
  73. Camacho E, Hoffman L, Lagan S, Rodriguez-Villa E, Rauseo-Ricupero N, Wisniewski H, Henson P, Torous J. Technology Evaluation and Assessment Criteria for Health Apps (TEACH-Apps): Pilot Study. J Med Internet Res. 2020 08 27; 22(8):e18346. PMID: 32535548.
    Citations: 1     Fields:    Translation:Humans
  74. Gansner M, Nisenson M, Carson N, Torous J. A pilot study using ecological momentary assessment via smartphone application to identify adolescent problematic internet use. Psychiatry Res. 2020 11; 293:113428. PMID: 32889344.
    Citations: 1     Fields:    Translation:Humans
  75. Blease CR, Delbanco T, Torous J, Ponten M, DesRoches CM, Hagglund M, Walker J, Kirsch I. Sharing clinical notes, and placebo and nocebo effects: Can documentation affect patient health? J Health Psychol. 2020 Aug 10; 1359105320948588. PMID: 32772861.
    Citations: 2     Fields:    
  76. Minen MT, Reichel JF, Pemmireddy P, Loder E, Torous J. Characteristics of Neuropsychiatric Mobile Health Trials: Cross-Sectional Analysis of Studies Registered on ClinicalTrials.gov. JMIR Mhealth Uhealth. 2020 08 04; 8(8):e16180. PMID: 32749230.
    Citations:    Fields:    Translation:Humans
  77. Vaidyam A, Roux S, Torous J. Patient Innovation in Investigating the Effects of Environmental Pollution in Schizophrenia: Case Report of Digital Phenotyping Beyond Apps. JMIR Ment Health. 2020 Aug 03; 7(8):e19778. PMID: 32559173.
    Citations: 1     
  78. Linggonegoro DW, Torous J. Expanding technology for engagement in dementia while ensuring equity, interoperability, and privacy. Int Psychogeriatr. 2020 08; 32(8):893-895. PMID: 32933603.
    Citations: 1     Fields:    Translation:Humans
  79. Lagan S, Aquino P, Emerson MR, Fortuna K, Walker R, Torous J. Actionable health app evaluation: translating expert frameworks into objective metrics. NPJ Digit Med. 2020; 3:100. PMID: 32821855.
    Citations: 4     
  80. Weizenbaum E, Torous J, Fulford D. Cognition in Context: Understanding the Everyday Predictors of Cognitive Performance in a New Era of Measurement. JMIR Mhealth Uhealth. 2020 07 23; 8(7):e14328. PMID: 32706680.
    Citations: 3     Fields:    Translation:Humans
  81. Torous J, Powell AC, Rodriguez-Villa E. Health Information Technology Resources to Support Measurement-Based Care. Child Adolesc Psychiatr Clin N Am. 2020 10; 29(4):763-773. PMID: 32891375.
    Citations:    Fields:    Translation:Humans
  82. Minen MT, Gopal A, Sahyoun G, Stieglitz E, Torous J. The Functionality, Evidence, and Privacy Issues Around Smartphone Apps for the Top Neuropsychiatric Conditions. J Neuropsychiatry Clin Neurosci. 2021; 33(1):72-79. PMID: 32669020.
    Citations: 2     Fields:    
  83. Melcher J, Torous J. Smartphone Apps for College Mental Health: A Concern for Privacy and Quality of Current Offerings. Psychiatr Serv. 2020 11 01; 71(11):1114-1119. PMID: 32664822.
    Citations:    Fields:    Translation:Humans
  84. Torous J, Nakamura Z, Rosen J, Ho P, Pelic C, Kao LE, Kasick D, Witowsky J, Meyer F. Medical Student Utilization of a Novel Web-Based Platform (Psy-Q) for Question-Based Learning in Psychiatry: Pilot Questionnaire Study. JMIR Med Educ. 2020 Jul 06; 6(2):e18340. PMID: 32628114.
    Citations:    
  85. Firth J, Torous J. Multidisciplinary research priorities for the COVID-19 pandemic. Lancet Psychiatry. 2020 07; 7(7):e39. PMID: 32563314.
    Citations:    Fields:    Translation:HumansCellsPHPublic Health
  86. Torous J, Michalak EE, O'Brien HL. Digital Health and Engagement-Looking Behind the Measures and Methods. JAMA Netw Open. 2020 07 01; 3(7):e2010918. PMID: 32678446.
    Citations: 7     Fields:    Translation:Humans
  87. Gratzer D, Torous J, Lam RW, Patten SB, Kutcher S, Chan S, Vigo D, Pajer K, Yatham LN. Our Digital Moment: Innovations and Opportunities in Digital Mental Health Care. Can J Psychiatry. 2021 01; 66(1):5-8. PMID: 32603188.
    Citations: 4     Fields:    Translation:Humans
  88. Rodriguez-Villa E, Rauseo-Ricupero N, Camacho E, Wisniewski H, Keshavan M, Torous J. The digital clinic: Implementing technology and augmenting care for mental health. Gen Hosp Psychiatry. 2020 Sep - Oct; 66:59-66. PMID: 32688094.
    Citations: 4     Fields:    Translation:Humans
  89. Nelson BW, Low CA, Jacobson N, Areán P, Torous J, Allen NB. Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research. NPJ Digit Med. 2020; 3:90. PMID: 32613085.
    Citations: 10     
  90. Thornton L, Osman B, Wescott AB, Sunderland M, Champion K, Green O, Kay-Lambkin F, Slade T, Newton N, Chapman C, Teesson M, Mills K, Birrell L, Lubans D, Van de Ven P, Torous J, Parmenter B, Gardner L. Measurement properties of smartphone approaches to assess key lifestyle behaviours: protocol of a systematic review. Syst Rev. 2020 06 03; 9(1):127. PMID: 32493467.
    Citations:    Fields:    Translation:Humans
  91. Hilty DM, Torous J, Parish MB, Chan SR, Xiong G, Scher L, Yellowlees PM. A Literature Review Comparing Clinicians' Approaches and Skills to In-Person, Synchronous, and Asynchronous Care: Moving Toward Competencies to Ensure Quality Care. Telemed J E Health. 2021 04; 27(4):356-373. PMID: 32412882.
    Citations: 6     Fields:    Translation:Humans
  92. Baumel A, Torous J, Edan S, Kane JM. There is a non-evidence-based app for that: A systematic review and mixed methods analysis of depression- and anxiety-related apps that incorporate unrecognized techniques. J Affect Disord. 2020 08 01; 273:410-421. PMID: 32560936.
    Citations: 3     Fields:    Translation:Humans
  93. Woods SW, Bearden CE, Sabb FW, Stone WS, Torous J, Cornblatt BA, Perkins DO, Cadenhead KS, Addington J, Powers AR, Mathalon DH, Calkins ME, Wolf DH, Corcoran CM, Horton LE, Mittal VA, Schiffman J, Ellman LM, Strauss GP, Mamah D, Choi J, Pearlson GD, Shah JL, Fusar-Poli P, Arango C, Perez J, Koutsouleris N, Wang J, Kwon JS, Walsh BC, McGlashan TH, Hyman SE, Gur RE, Cannon TD, Kane JM, Anticevic A. Counterpoint. Early intervention for psychosis risk syndromes: Minimizing risk and maximizing benefit. Schizophr Res. 2021 01; 227:10-17. PMID: 32402605.
    Citations: 5     Fields:    Translation:Humans
  94. Henson P, Barnett I, Keshavan M, Torous J. Towards clinically actionable digital phenotyping targets in schizophrenia. NPJ Schizophr. 2020 May 05; 6(1):13. PMID: 32372059.
    Citations: 2     
  95. Huckvale K, Nicholas J, Torous J, Larsen ME. Smartphone apps for the treatment of mental health conditions: status and considerations. Curr Opin Psychol. 2020 12; 36:65-70. PMID: 32553848.
    Citations: 5     Fields:    
  96. Torous J, Brady R. Advancing care for bipolar disorder today and breakthroughs in access and treatments tomorrow with mobile health and smartphone apps. Bipolar Disord. 2020 05; 22(3):211-212. PMID: 32445218.
    Citations:    Fields:    
  97. Strudwick G, Impey D, Torous J, Krausz RM, Wiljer D. Advancing E-Mental Health in Canada: Report From a Multistakeholder Meeting. JMIR Ment Health. 2020 Apr 30; 7(4):e19360. PMID: 32330114.
    Citations: 5     
  98. Henson P, Torous J. Feasibility and correlations of smartphone meta-data toward dynamic understanding of depression and suicide risk in schizophrenia. Int J Methods Psychiatr Res. 2020 06; 29(2):e1825. PMID: 32333471.
    Citations: 2     Fields:    Translation:Humans
  99. Song W, Torous J, Kossowsky J, Chen CY, Huang H, Wright A. Genome-wide association analysis of insomnia using data from Partners Biobank. Sci Rep. 2020 04 24; 10(1):6928. PMID: 32332799.
    Citations:    Fields:    Translation:HumansCells
  100. Torous J, Keshavan M. Towards precision clinical trials and personalized prevention in CHR with smartphone digital phenotyping and personal sensing tools. Schizophr Res. 2021 01; 227:61-62. PMID: 32336580.
    Citations: 1     Fields:    Translation:Humans
  101. Mercurio M, Larsen M, Wisniewski H, Henson P, Lagan S, Torous J. Longitudinal trends in the quality, effectiveness and attributes of highly rated smartphone health apps. Evid Based Ment Health. 2020 Aug; 23(3):107-111. PMID: 32312794.
    Citations: 2     Fields:    Translation:Humans
  102. Naslund JA, Bondre A, Torous J, Aschbrenner KA. Social Media and Mental Health: Benefits, Risks, and Opportunities for Research and Practice. J Technol Behav Sci. 2020 Sep; 5(3):245-257. PMID: 33415185.
    Citations: 7     
  103. Torous J, Keshavan M. COVID-19, mobile health and serious mental illness. Schizophr Res. 2020 04; 218:36-37. PMID: 32327314.
    Citations: 24     Fields:    Translation:HumansCellsPHPublic Health
  104. Kilciksiz CM, Keefe R, Benoit J, Öngür D, Torous J. Verbal memory measurement towards digital perspectives in first-episode psychosis: A review. Schizophr Res Cogn. 2020 Sep; 21:100177. PMID: 32322540.
    Citations: 1     
  105. Bonet L, Torous J, Arce D, Blanquer I, Sanjuán J. ReMindCare, an app for daily clinical practice in patients with first episode psychosis: A pragmatic real-world study protocol. Early Interv Psychiatry. 2021 Feb; 15(1):183-192. PMID: 32253830.
    Citations: 2     Fields:    
  106. Torous J, Jän Myrick K, Rauseo-Ricupero N, Firth J. Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow. JMIR Ment Health. 2020 Mar 26; 7(3):e18848. PMID: 32213476.
    Citations: 127     
  107. Hoffman L, Wisniewski H, Hays R, Henson P, Vaidyam A, Hendel V, Keshavan M, Torous J. 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. J Psychiatr Pract. 2020 03; 26(2):80-88. PMID: 32134881.
    Citations: 10     Fields:    Translation:Humans
  108. Hilty D, Chan S, Torous J, Luo J, Boland R. A Framework for Competencies for the Use of Mobile Technologies in Psychiatry and Medicine: Scoping Review. JMIR Mhealth Uhealth. 2020 02 21; 8(2):e12229. PMID: 32130153.
    Citations: 15     Fields:    Translation:Humans
  109. Blease CR, O'Neill S, Walker J, Hägglund M, Torous J. Sharing notes with mental health patients: balancing risks with respect. Lancet Psychiatry. 2020 11; 7(11):924-925. PMID: 32059796.
    Citations: 4     Fields:    Translation:Humans
  110. Powell AC, Torous JB, Firth J, Kaufman KR. Generating value with mental health apps. BJPsych Open. 2020 Feb 05; 6(2):e16. PMID: 32019619.
    Citations: 4     
  111. Torous J, Vaidyam A. Multiple uses of app instead of using multiple apps - a case for rethinking the digital health technology toolbox. Epidemiol Psychiatr Sci. 2020 Jan 31; 29:e100. PMID: 32000876.
    Citations: 2     Fields:    Translation:Humans
  112. Wisniewski H, Torous J. Digital navigators to implement smartphone and digital tools in care. Acta Psychiatr Scand. 2020 04; 141(4):350-355. PMID: 31930477.
    Citations: 16     Fields:    Translation:Humans
  113. Lemon C, Huckvale K, Carswell K, Torous J. A Narrative Review of Methods for Applying User Experience in the Design and Assessment of Mental Health Smartphone Interventions. Int J Technol Assess Health Care. 2020; 36(1):64-70. PMID: 31973787.
    Citations: 2     Fields:    Translation:Humans
  114. Moon SJ, Hwang J, Kana R, Torous J, Kim JW. Accuracy of Machine Learning Algorithms for the Diagnosis of Autism Spectrum Disorder: Systematic Review and Meta-Analysis of Brain Magnetic Resonance Imaging Studies. JMIR Ment Health. 2019 Dec 20; 6(12):e14108. PMID: 31562756.
    Citations: 5     
  115. Moon SJ, Hwang J, Hill HS, Kervin R, Birtwell KB, Torous J, McDougle CJ, Kim JW. Mobile device applications and treatment of autism spectrum disorder: a systematic review and meta-analysis of effectiveness. Arch Dis Child. 2020 05; 105(5):458-462. PMID: 31848147.
    Citations: 1     Fields:    Translation:Humans
  116. Cohen J, Torous J. The Potential of Object-Relations Theory for Improving Engagement With Health Apps. JAMA. 2019 12 10; 322(22):2169-2170. PMID: 31725854.
    Citations: 9     Fields:    Translation:Humans
  117. Rodriguez-Villa E, Torous J. Regulating digital health technologies with transparency: the case for dynamic and multi-stakeholder evaluation. BMC Med. 2019 12 03; 17(1):226. PMID: 31801532.
    Citations: 9     Fields:    Translation:Humans
  118. Torous J, Lipschitz J, Ng M, Firth J. Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis. J Affect Disord. 2020 02 15; 263:413-419. PMID: 31969272.
    Citations: 26     Fields:    Translation:Humans
  119. Saha K, Torous J, Ernala SK, Rizuto C, Stafford A, De Choudhury M. A computational study of mental health awareness campaigns on social media. Transl Behav Med. 2019 11 25; 9(6):1197-1207. PMID: 30834942.
    Citations: 11     Fields:    Translation:HumansPHPublic Health
  120. Camacho E, Levin L, Torous J. Smartphone Apps to Support Coordinated Specialty Care for Prodromal and Early Course Schizophrenia Disorders: Systematic Review. J Med Internet Res. 2019 11 12; 21(11):e16393. PMID: 31714250.
    Citations: 7     Fields:    Translation:Humans
  121. Torous J. Beyond the Impact Factor: Reflecting on Twenty Years of Leading Efforts in Research, Innovation in Publishing, and Investment in People. J Med Internet Res. 2019 10 31; 21(10):e16390. PMID: 31674922.
    Citations: 1     Fields:    Translation:Humans
  122. Uhlhaas P, Torous J. Digital tools for youth mental health. NPJ Digit Med. 2019; 2:104. PMID: 31646184.
    Citations: 4     
  123. Chan S, Li L, Torous J, Gratzer D, Yellowlees PM. Review and Implementation of Self-Help and Automated Tools in Mental Health Care. Psychiatr Clin North Am. 2019 12; 42(4):597-609. PMID: 31672210.
    Citations: 1     Fields:    Translation:Humans
  124. Torous J. Measuring progress in measurement-based care with smartphone tools. Acta Psychiatr Scand. 2019 10; 140(4):293-294. PMID: 31535365.
    Citations: 1     Fields:    Translation:Humans
  125. Torous J, Walker R. Leveraging Digital Health and Machine Learning Toward Reducing Suicide-From Panacea to Practical Tool. JAMA Psychiatry. 2019 10 01; 76(10):999-1000. PMID: 31290952.
    Citations: 11     Fields:    Translation:Humans
  126. Hays R, Henson P, Wisniewski H, Hendel V, Vaidyam A, Torous J. Assessing Cognition Outside of the Clinic: Smartphones and Sensors for Cognitive Assessment Across Diverse Psychiatric Disorders. Psychiatr Clin North Am. 2019 12; 42(4):611-625. PMID: 31672211.
    Citations: 4     Fields:    Translation:Humans
  127. Wisniewski H, Henson P, Torous J. Using a Smartphone App to Identify Clinically Relevant Behavior Trends via Symptom Report, Cognition Scores, and Exercise Levels: A Case Series. Front Psychiatry. 2019; 10:652. PMID: 31607960.
    Citations: 16     
  128. Hilty DM, Chan S, Torous J, Luo J, Boland RJ. Mobile Health, Smartphone/Device, and Apps for Psychiatry and Medicine: Competencies, Training, and Faculty Development Issues. Psychiatr Clin North Am. 2019 09; 42(3):513-534. PMID: 31358129.
    Citations: 10     Fields:    Translation:Humans
  129. Vaidyam A, Halamka J, Torous J. Actionable digital phenotyping: a framework for the delivery of just-in-time and longitudinal interventions in clinical healthcare. Mhealth. 2019; 5:25. PMID: 31559270.
    Citations: 9     
  130. Nebeker C, Torous J, Bartlett Ellis RJ. Building the case for actionable ethics in digital health research supported by artificial intelligence. BMC Med. 2019 07 17; 17(1):137. PMID: 31311535.
    Citations: 15     Fields:    Translation:Humans
  131. Firth J, Siddiqi N, Koyanagi A, Siskind D, Rosenbaum S, Galletly C, Allan S, Caneo C, Carney R, Carvalho AF, Chatterton ML, Correll CU, Curtis J, Gaughran F, Heald A, Hoare E, Jackson SE, Kisely S, Lovell K, Maj M, McGorry PD, Mihalopoulos C, Myles H, O'Donoghue B, Pillinger T, Sarris J, Schuch FB, Shiers D, Smith L, Solmi M, Suetani S, Taylor J, Teasdale SB, Thornicroft G, Torous J, Usherwood T, Vancampfort D, Veronese N, Ward PB, Yung AR, Killackey E, Stubbs B. The Lancet Psychiatry Commission: a blueprint for protecting physical health in people with mental illness. Lancet Psychiatry. 2019 08; 6(8):675-712. PMID: 31324560.
    Citations: 113     Fields:    Translation:Humans
  132. Torous J, Cerrato P, Halamka J. Targeting depressive symptoms with technology. Mhealth. 2019; 5:19. PMID: 31463305.
    Citations: 3     
  133. Hilty DM, Uno J, Chan S, Torous J, Boland RJ. Role of Technology in Faculty Development in Psychiatry. Psychiatr Clin North Am. 2019 09; 42(3):493-512. PMID: 31358128.
    Citations: 2     Fields:    Translation:Humans
  134. Henson P, Peck P, Torous J. Considering the Therapeutic Alliance in Digital Mental Health Interventions. Harv Rev Psychiatry. 2019 Jul/Aug; 27(4):268-273. PMID: 30907764.
    Citations: 6     Fields:    Translation:Humans
  135. Noel VA, Carpenter-Song E, Acquilano SC, Torous J, Drake RE. The technology specialist: a 21st century support role in clinical care. NPJ Digit Med. 2019; 2:61. PMID: 31388565.
    Citations: 9     
  136. Beard C, Silverman AL, Forgeard M, Wilmer MT, Torous J, Björgvinsson T. Smartphone, Social Media, and Mental Health App Use in an Acute Transdiagnostic Psychiatric Sample. JMIR Mhealth Uhealth. 2019 06 07; 7(6):e13364. PMID: 31199338.
    Citations: 7     Fields:    Translation:Humans
  137. Saha K, Sugar B, Torous J, Abrahao B, Kiciman E, De Choudhury M. A Social Media Study on the Effects of Psychiatric Medication Use. Proc Int AAAI Conf Weblogs Soc Media. 2019 Jun 07; 13:440-451. PMID: 32280562.
    Citations: 6     
  138. Aledavood T, Torous J, Triana Hoyos AM, Naslund JA, Onnela JP, Keshavan M. Smartphone-Based Tracking of Sleep in Depression, Anxiety, and Psychotic Disorders. Curr Psychiatry Rep. 2019 06 04; 21(7):49. PMID: 31161412.
    Citations: 5     Fields:    Translation:Humans
  139. Torous J, Ungar L, Barnett I. Expanding, Augmenting, and Operationalizing Ethical and Regulatory Considerations for Using Social Media Platforms in Research and Health Care. Am J Bioeth. 2019 06; 19(6):4-6. PMID: 31135306.
    Citations: 1     Fields:    Translation:Humans
  140. Gershon A, Kaufmann CN, Torous J, Depp C, Ketter TA. Electronic Ecological Momentary Assessment (EMA) in youth with bipolar disorder: Demographic and clinical predictors of electronic EMA adherence. J Psychiatr Res. 2019 09; 116:14-18. PMID: 31176107.
    Citations: 3     Fields:    Translation:Humans
  141. Firth J, Torous J, Stubbs B, Firth JA, Steiner GZ, Smith L, Alvarez-Jimenez M, Gleeson J, Vancampfort D, Armitage CJ, Sarris J. The "online brain": how the Internet may be changing our cognition. World Psychiatry. 2019 Jun; 18(2):119-129. PMID: 31059635.
    Citations: 28     
  142. Fortuna KL, Torous J, Depp CA, Jimenez DE, Areán PA, Walker R, Ajilore O, Goldstein CM, Cosco TD, Brooks JM, Vahia IV, Bartels SJ. A Future Research Agenda for Digital Geriatric Mental Healthcare. Am J Geriatr Psychiatry. 2019 11; 27(11):1277-1285. PMID: 31196619.
    Citations: 4     Fields:    Translation:Humans
  143. Henson P, David G, Albright K, Torous J. Deriving a practical framework for the evaluation of health apps. Lancet Digit Health. 2019 06; 1(2):e52-e54. PMID: 33323229.
    Citations: 11     Translation:Humans
  144. Guimond S, Keshavan MS, Torous JB. Towards remote digital phenotyping of cognition in schizophrenia. Schizophr Res. 2019 06; 208:36-38. PMID: 31047724.
    Citations: 3     Fields:    Translation:Humans
  145. Liu G, Henson P, Keshavan M, Pekka-Onnela J, Torous J. Assessing the potential of longitudinal smartphone based cognitive assessment in schizophrenia: A naturalistic pilot study. Schizophr Res Cogn. 2019 Sep; 17:100144. PMID: 31024801.
    Citations: 7     
  146. Huckvale K, Torous J, Larsen ME. Assessment of the Data Sharing and Privacy Practices of Smartphone Apps for Depression and Smoking Cessation. JAMA Netw Open. 2019 04 05; 2(4):e192542. PMID: 31002321.
    Citations: 54     Fields:    Translation:Humans
  147. Keshavan MS, Torous J. Schizophr Res. 2019 04; 206:1. PMID: 31101296.
    Citations:    Fields:    Translation:Humans
  148. Kim E, Torous J, Horng S, Grossestreuer AV, Rodriguez J, Lee T, Nathanson LA. Mobile device ownership among emergency department patients. Int J Med Inform. 2019 06; 126:114-117. PMID: 31029252.
    Citations: 1     Fields:    Translation:Humans
  149. Ng MM, Firth J, Minen M, Torous J. User Engagement in Mental Health Apps: A Review of Measurement, Reporting, and Validity. Psychiatr Serv. 2019 07 01; 70(7):538-544. PMID: 30914003.
    Citations: 21     Fields:    Translation:Humans
  150. Larsen ME, Huckvale K, Nicholas J, Torous J, Birrell L, Li E, Reda B. Using science to sell apps: Evaluation of mental health app store quality claims. NPJ Digit Med. 2019; 2:18. PMID: 31304366.
    Citations: 44     
  151. Vaidyam AN, Wisniewski H, Halamka JD, Kashavan MS, Torous JB. Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape. Can J Psychiatry. 2019 07; 64(7):456-464. PMID: 30897957.
    Citations: 46     Fields:    Translation:Humans
  152. Cosco TD, Firth J, Vahia I, Sixsmith A, Torous J. Mobilizing mHealth Data Collection in Older Adults: Challenges and Opportunities. JMIR Aging. 2019 Mar 19; 2(1):e10019. PMID: 31518253.
    Citations: 8     
  153. Hoffman L, Benedetto E, Huang H, Grossman E, Kaluma D, Mann Z, Torous J. Augmenting Mental Health in Primary Care: A 1-Year Study of Deploying Smartphone Apps in a Multi-site Primary Care/Behavioral Health Integration Program. Front Psychiatry. 2019; 10:94. PMID: 30873053.
    Citations: 7     
  154. Barnett I, Torous J. Ethics, Transparency, and Public Health at the Intersection of Innovation and Facebook's Suicide Prevention Efforts. Ann Intern Med. 2019 Apr 16; 170(8):565-566. PMID: 30743261.
    Citations: 8     Fields:    Translation:HumansPHPublic Health
  155. Torous J, Woodyatt J, Keshavan M, Tully LM. A new hope for early psychosis care: the evolving landscape of digital care tools. Br J Psychiatry. 2019 05; 214(5):269-272. PMID: 30739613.
    Citations: 6     Fields:    Translation:Humans
  156. Torous J, Andersson G, Bertagnoli A, Christensen H, Cuijpers P, Firth J, Haim A, Hsin H, Hollis C, Lewis S, Mohr DC, Pratap A, Roux S, Sherrill J, Arean PA. Towards a consensus around standards for smartphone apps and digital mental health. World Psychiatry. 2019 Feb; 18(1):97-98. PMID: 30600619.
    Citations: 58     
  157. Wisniewski H, Liu G, Henson P, Vaidyam A, Hajratalli NK, Onnela JP, Torous J. Understanding the quality, effectiveness and attributes of top-rated smartphone health apps. Evid Based Ment Health. 2019 Feb; 22(1):4-9. PMID: 30635262.
    Citations: 23     Fields:    Translation:Humans
  158. Henson P, Wisniewski H, Hollis C, Keshavan M, Torous J. Digital mental health apps and the therapeutic alliance: initial review. BJPsych Open. 2019 Jan; 5(1):e15. PMID: 30762511.
    Citations: 16     
  159. Foster KR, Torous J. The Opportunity and Obstacles for Smartwatches and Wearable Sensors. IEEE Pulse. 2019 Jan-Feb; 10(1):22-25. PMID: 30872210.
    Citations: 4     Fields:    Translation:Humans
  160. Firth J, Torous J. Issues with inclusion and interpretation; a cause for concern in mHealth reviews? J Psychiatr Res. 2019 09; 116:193-194. PMID: 30553536.
    Citations:    Fields: