Diagnostic Tools in Mental Health

Accuracy of Machine Learning Algorithms for the Diagnosis of Autism Spectrum Disorder: Systematic Review and Meta-Analysis of Brain Magnetic Resonance Imaging Studies

Sun Jae Moon, Jinseub Hwang, Rajesh Kana, John Torous, Jung Won Kim

JMIR Ment Health 2019 (Dec 20); 6(12):e14108

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How New Technologies Can Improve Prediction, Assessment, and Intervention in Obsessive-Compulsive Disorder (e-OCD): Review

Florian Ferreri, Alexis Bourla, Charles-Siegfried Peretti, Tomoyuki Segawa, Nemat Jaafari, Stéphane Mouchabac

JMIR Ment Health 2019 (Dec 10); 6(12):e11643

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Comparison of YouthCHAT, an Electronic Composite Psychosocial Screener, With a Clinician Interview Assessment for Young People: Randomized Trial

Hiran Thabrew, Simona D'Silva, Margot Darragh, Mary Goldfinch, Jake Meads, Felicity Goodyear-Smith

J Med Internet Res 2019 (Dec 03); 21(12):e13911

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Public Opinions on Using Social Media Content to Identify Users With Depression and Target Mental Health Care Advertising: Mixed Methods Survey

Elizabeth Ford, Keegan Curlewis, Akkapon Wongkoblap, Vasa Curcin

JMIR Ment Health 2019 (Nov 13); 6(11):e12942

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Accuracy of a Chatbot (Ada) in the Diagnosis of Mental Disorders: Comparative Case Study With Lay and Expert Users

Stefanie Maria Jungmann, Timo Klan, Sebastian Kuhn, Florian Jungmann

JMIR Form Res 2019 (Oct 29); 3(4):e13863

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Use of Patient-Reported Data to Match Depression Screening Intervals With Depression Risk Profiles in Primary Care Patients With Diabetes: Development and Validation of Prediction Models for Major Depression

Haomiao Jin, Shinyi Wu

JMIR Form Res 2019 (Oct 01); 3(4):e13610

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Validation of an mHealth App for Depression Screening and Monitoring (Psychologist in a Pocket): Correlational Study and Concurrence Analysis

Roann Munoz Ramos, Paula Glenda Ferrer Cheng, Stephan Michael Jonas

JMIR Mhealth Uhealth 2019 (Sep 16); 7(9):e12051

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Response Time as an Implicit Self-Schema Indicator for Depression Among Undergraduate Students: Preliminary Findings From a Mobile App–Based Depression Assessment

Kyungmi Chung, Jin Young Park, DaYoung Joung, Kyungun Jhung

JMIR Mhealth Uhealth 2019 (Sep 13); 7(9):e14657

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An Immersive Virtual Reality Platform for Assessing Spatial Navigation Memory in Predementia Screening: Feasibility and Usability Study

Kiran Ijaz, Naseem Ahmadpour, Sharon L Naismith, Rafael A Calvo

JMIR Ment Health 2019 (Sep 03); 6(9):e13887

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Improving Mental Health in Pregnancy for Refugee Women: Protocol for the Implementation and Evaluation of a Screening Program in Melbourne, Australia

Jacqueline Anne Boyle, Suzanne Willey, Rebecca Blackmore, Christine East, Jacqueline McBride, Kylie Gray, Glenn Melvin, Rebecca Fradkin, Natahl Ball, Nicole Highet, Melanie Gibson-Helm

JMIR Res Protoc 2019 (Aug 19); 8(8):e13271

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Virtual Reality for Screening of Cognitive Function in Older Persons: Comparative Study

Sean Ing Loon Chua, Ngiap Chuan Tan, Wei Teen Wong, John Carson Allen Jr, Joanne Hui Min Quah, Rahul Malhotra, Truls Østbye

J Med Internet Res 2019 (Aug 01); 21(8):e14821

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The Internet-Based Cognitive Assessment Tool: System Design and Feasibility Study

Pegah Hafiz, Kamilla Woznica Miskowiak, Lars Vedel Kessing, Andreas Elleby Jespersen, Kia Obenhausen, Lorant Gulyas, Katarzyna Żukowska, Jakob Eyvind Bardram

JMIR Form Res 2019 (Jul 26); 3(3):e13898

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Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach

Suranga N Kasthurirathne, Paul G Biondich, Shaun J Grannis, Saptarshi Purkayastha, Joshua R Vest, Josette F Jones

J Med Internet Res 2019 (Jul 22); 21(7):e13809

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Predicting Posttraumatic Stress Disorder Risk: A Machine Learning Approach

Safwan Wshah, Christian Skalka, Matthew Price

JMIR Ment Health 2019 (Jul 22); 6(7):e13946

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Development and Usability of ADappt: Web-Based Tool to Support Clinicians, Patients, and Caregivers in the Diagnosis of Mild Cognitive Impairment and Alzheimer Disease

Ingrid S van Maurik, Leonie NC Visser, Ruth E Pel-Littel, Marieke M van Buchem, Marissa D Zwan, Marleen Kunneman, Wiesje Pelkmans, Femke H Bouwman, Mirella Minkman, Niki Schoonenboom, Philip Scheltens, Ellen MA Smets, Wiesje M van der Flier

JMIR Form Res 2019 (Jul 08); 3(3):e13417

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Early Detection of Depression: Social Network Analysis and Random Forest Techniques

Fidel Cacheda, Diego Fernandez, Francisco J Novoa, Victor Carneiro

J Med Internet Res 2019 (Jun 14); 21(6):e12554

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