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101
D'Mello R, Melcher J, Torous J. Similarity matrix-based anomaly detection for clinical intervention. Sci Rep 2022;12:9162. [PMID: 35654843 PMCID: PMC9163116 DOI: 10.1038/s41598-022-12792-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 05/10/2022] [Indexed: 11/11/2022]  Open
102
Espie CA, Firth J, Torous J. Evidence-informed is not enough: digital therapeutics also need to be evidence-based. World Psychiatry 2022;21:320-321. [PMID: 35524617 PMCID: PMC9077620 DOI: 10.1002/wps.20993] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]  Open
103
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;78:110648. [DOI: 10.1016/j.jclinane.2022.110648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 12/27/2021] [Accepted: 01/02/2022] [Indexed: 11/15/2022]
104
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;6:e36541. [PMID: 35499856 PMCID: PMC9112081 DOI: 10.2196/36541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 11/22/2022]  Open
105
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;243:64-69. [PMID: 35245703 DOI: 10.1016/j.schres.2022.02.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 02/21/2022] [Accepted: 02/22/2022] [Indexed: 11/17/2022]
106
O'Leary T, Torous J. Smartphone apps for eating disorders: An overview of the marketplace and research trends. Int J Eat Disord 2022;55:625-632. [PMID: 35175640 DOI: 10.1002/eat.23690] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 02/02/2022] [Accepted: 02/02/2022] [Indexed: 11/12/2022]
107
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;28:401-413. [PMID: 33998438 PMCID: PMC10474573 DOI: 10.1017/s1355617721000503] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
108
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;28:117-129. [PMID: 35238823 DOI: 10.1097/pra.0000000000000612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
109
Lakhtakia T, Torous J. Current directions in digital interventions for mood and anxiety disorders. Curr Opin Psychiatry 2022;35:130-135. [PMID: 34966117 DOI: 10.1097/yco.0000000000000772] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
110
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 DIGITAL HEALTH 2022;1. [PMID: 35224559 PMCID: PMC8881800 DOI: 10.1371/journal.pdig.0000002] [Citation(s) in RCA: 69] [Impact Index Per Article: 34.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
111
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;27:100216. [PMID: 34934638 PMCID: PMC8655108 DOI: 10.1016/j.scog.2021.100216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 09/09/2021] [Accepted: 09/19/2021] [Indexed: 11/19/2022]  Open
112
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;10:e27337. [PMID: 35175212 PMCID: PMC8895282 DOI: 10.2196/27337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/23/2021] [Accepted: 09/16/2021] [Indexed: 12/14/2022]  Open
113
Onyeaka H, Acquah I, Firth J, Khan B, Baiden P, Muoghalu C, Anugwom G, Torous J. Trends and factors associated with use of digital health technology among adults with serious psychological distress in the United States: A secondary data analysis of the National Health Interview Survey. POPULATION MEDICINE 2022. [DOI: 10.18332/popmed/145913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]  Open
114
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;12:e056232. [PMID: 35105648 PMCID: PMC8804626 DOI: 10.1136/bmjopen-2021-056232] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 01/05/2022] [Indexed: 12/15/2022]  Open
115
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;9:e33114. [PMID: 35089157 PMCID: PMC8797151 DOI: 10.2196/33114] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 12/06/2021] [Accepted: 12/19/2021] [Indexed: 12/17/2022]  Open
116
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;10:e30557. [PMID: 34994710 PMCID: PMC8783287 DOI: 10.2196/30557] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 08/18/2021] [Accepted: 11/11/2021] [Indexed: 02/06/2023]  Open
117
Xie Q, Torous J, Goldberg SB. E-Mental Health for People with Personality Disorders: A Systematic Review. Curr Psychiatry Rep 2022;24:541-552. [PMID: 35972718 PMCID: PMC9379895 DOI: 10.1007/s11920-022-01360-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/18/2022] [Indexed: 01/29/2023]
118
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;8:20552076221133758. [PMID: 36386246 PMCID: PMC9647298 DOI: 10.1177/20552076221133758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 09/30/2022] [Indexed: 11/11/2022]  Open
119
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;58:99-110. [PMID: 33611684 PMCID: PMC7897361 DOI: 10.1007/s10597-021-00798-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 02/08/2021] [Indexed: 11/28/2022]
120
Torous J, Huffman J. Mobile mental health: Bridging psychiatry and neurology through engaging innovations. Gen Hosp Psychiatry 2022;75:90-91. [PMID: 34078550 PMCID: PMC8898336 DOI: 10.1016/j.genhosppsych.2021.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
121
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 SCHIZOPHRENIA 2021;7:64. [PMID: 34934063 PMCID: PMC8692600 DOI: 10.1038/s41537-021-00194-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 11/03/2021] [Indexed: 11/08/2022]
122
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;98:930-935. [PMID: 34810273 DOI: 10.1136/postgradmedj-2021-140719] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 10/25/2021] [Indexed: 12/15/2022]
123
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:e0258056. [PMID: 34644320 PMCID: PMC8513879 DOI: 10.1371/journal.pone.0258056] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 09/16/2021] [Indexed: 11/19/2022]  Open
124
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 MEDICAL EDUCATION 2021;7:e28623. [PMID: 34612838 PMCID: PMC8529465 DOI: 10.2196/28623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 07/23/2021] [Accepted: 08/01/2021] [Indexed: 06/13/2023]
125
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;72:1222-1224. [PMID: 33882690 DOI: 10.1176/appi.ps.202000509] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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