Clinical Mental Health Informatics

Machine Learning Model to Predict Assignment of Therapy Homework in Behavioral Treatments: Algorithm Development and Validation

Gal Peretz, C Barr Taylor, Josef I Ruzek, Samuel Jefroykin, Shiri Sadeh-Sharvit

JMIR Form Res 2023 (May 15); 7:e45156

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Predicting Patient Wait Times by Using Highly Deidentified Data in Mental Health Care: Enhanced Machine Learning Approach

Amir Rastpour, Carolyn McGregor

JMIR Ment Health 2022 (Aug 09); 9(8):e38428

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Feasibility of Text Messages for Enhancing Therapeutic Engagement Among Youth and Caregivers Initiating Outpatient Mental Health Treatment: Mixed Methods Study

Susan Jerrott, Sharon Clark, Jill Chorney, Aimee Coulombe, Lori Wozney

JMIR Form Res 2022 (Aug 02); 6(8):e35685

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Investigating Psychological Differences Between Nurses and Other Health Care Workers From the Asia-Pacific Region During the Early Phase of COVID-19: Machine Learning Approach

YanHong Dong, Mei Chun Yeo, Xiang Cong Tham, Rivan Danuaji, Thang H Nguyen, Arvind K Sharma, Komalkumar RN, Meenakshi PV, Mei-Ling Sharon Tai, Aftab Ahmad, Benjamin YQ Tan, Roger C Ho, Matthew Chin Heng Chua, Vijay K Sharma

JMIR Nursing 2022 (Jun 01); 5(1):e32647

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Behavioral Health Professionals’ Perceptions on Patient-Controlled Granular Information Sharing (Part 1): Focus Group Study

Julia Ivanova, Tianyu Tang, Nassim Idouraine, Anita Murcko, Mary Jo Whitfield, Christy Dye, Darwyn Chern, Adela Grando

JMIR Ment Health 2022 (Apr 20); 9(4):e21208

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Behavioral Health Professionals’ Perceptions on Patient-Controlled Granular Information Sharing (Part 2): Focus Group Study

Julia Ivanova, Tianyu Tang, Nassim Idouraine, Anita Murcko, Mary Jo Whitfield, Christy Dye, Darwyn Chern, Adela Grando

JMIR Ment Health 2022 (Apr 20); 9(4):e18792

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Treatment Interruptions and Telemedicine Utilization in Serious Mental Illness: Retrospective Longitudinal Claims Analysis

Marcy Ainslie, Mary F Brunette, Michelle Capozzoli

JMIR Ment Health 2022 (Mar 21); 9(3):e33092

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The Impact of COVID-19 Lockdown on Daily Activities, Cognitions, and Stress in a Lonely and Distressed Population: Temporal Dynamic Network Analysis

Matthias Haucke, Andreas Heinz, Shuyan Liu, Stephan Heinzel

J Med Internet Res 2022 (Mar 17); 24(3):e32598

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Coaching to Support Mental Health Apps: Exploratory Narrative Review

Ashley Meyer, Hannah Wisniewski, John Torous

JMIR Hum Factors 2022 (Mar 08); 9(1):e28301

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Methods and Applications of Social Media Monitoring of Mental Health During Disasters: Scoping Review

Samantha J Teague, Adrian B R Shatte, Emmelyn Weller, Matthew Fuller-Tyszkiewicz, Delyse M Hutchinson

JMIR Ment Health 2022 (Feb 28); 9(2):e33058

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Digital and Mobile Health Technology in Collaborative Behavioral Health Care: Scoping Review

Khatiya Moon, Michael Sobolev, John M Kane

JMIR Ment Health 2022 (Feb 16); 9(2):e30810

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Intensive Care Unit–Specific Virtual Reality for Critically Ill Patients With COVID-19: Multicenter Randomized Controlled Trial

Johan H Vlake, Jasper van Bommel, Evert-Jan Wils, Joe Bienvenu, Merel E Hellemons, Tim IM Korevaar, Anna FC Schut, Joost AM Labout, Lois LH Schreuder, Marten P van Bavel, Diederik Gommers, Michel E van Genderen

J Med Internet Res 2022 (Jan 31); 24(1):e32368

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Effectiveness of Videoconference-Delivered Cognitive Behavioral Therapy for Adults With Psychiatric Disorders: Systematic and Meta-Analytic Review

Kazuki Matsumoto, Sayo Hamatani, Eiji Shimizu

J Med Internet Res 2021 (Dec 13); 23(12):e31293

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Clinical Efficacy and Psychological Mechanisms of an App-Based Digital Therapeutic for Generalized Anxiety Disorder: Randomized Controlled Trial

Alexandra Roy, Elizabeth A Hoge, Pablo Abrante, Susan Druker, Tao Liu, Judson A Brewer

J Med Internet Res 2021 (Dec 02); 23(12):e26987

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Prevalence and Temporal Trends Analysis of Screening and Diagnostic Instruments in Posttraumatic Stress Disorder: Text Mining Study

Hui Zong, Binyang Hu, Yang Han, Zuofeng Li, Xiaoyan Zhang

JMIR Ment Health 2021 (Nov 17); 8(11):e33599

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Assessing Professionals’ Adoption Readiness for eMental Health: Development and Validation of the eMental Health Adoption Readiness Scale

Milou A Feijt, Yvonne A W de Kort, Joyce H D M Westerink, Joyce J P A Bierbooms, Inge M B Bongers, Wijnand A IJsselsteijn

J Med Internet Res 2021 (Sep 17); 23(9):e28518

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Characteristics of Dimensional Psychopathology in Suicidal Patients With Major Psychiatric Disorders and Its Association With the Length of Hospital Stay: Algorithm Validation Study

Dong Yun Lee, Jimyung Park, Jai Sung Noh, Hyun Woong Roh, Jae Ho Ha, Eun Young Lee, Sang Joon Son, Rae Woong Park

JMIR Ment Health 2021 (Sep 03); 8(9):e30827

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Investigating Mental Health Service User Opinions on Clinical Data Sharing: Qualitative Focus Group Study

Abimbola Adanijo, Caoimhe McWilliams, Til Wykes, Sagar Jilka

JMIR Ment Health 2021 (Sep 03); 8(9):e30596

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Matching Registered Nurse Services With Changing Care Demands in Psychiatric Hospitals: Protocol for a Multicenter Observational Study (MatchRN Psychiatry Study)

Beatrice Gehri, Stefanie Bachnick, René Schwendimann, Michael Simon

JMIR Res Protoc 2021 (Aug 17); 10(8):e26700

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Digitization of Measurement-Based Care Pathways in Mental Health Through REDCap and Electronic Health Record Integration: Development and Usability Study

Steve Hawley, Joanna Yu, Nikola Bogetic, Natalia Potapova, Chris Wakefield, Mike Thompson, Stefan Kloiber, Sean Hill, Damian Jankowicz, David Rotenberg

J Med Internet Res 2021 (May 20); 23(5):e25656

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