Diagnostic Tools in Mental Health

Development of Depression Data Sets and a Language Model for Depression Detection: Mixed Methods Study

Faye Beatriz Tumaliuan, Lorelie Grepo, Eugene Rex Jalao

JMIR Data 2024 (Sep 04); 3:e53365

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Association Between Acoustic Features and Neuropsychological Test Performance in the Framingham Heart Study: Observational Study

Huitong Ding, Amiya Mandapati, Cody Karjadi, Ting Fang Alvin Ang, Sophia Lu, Xiao Miao, James Glass, Rhoda Au, Honghuang Lin

J Med Internet Res 2022 (Dec 22); 24(12):e42886

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Detection of Mental Fatigue in the General Population: Feasibility Study of Keystroke Dynamics as a Real-world Biomarker

Alejandro Acien, Aythami Morales, Ruben Vera-Rodriguez, Julian Fierrez, Ijah Mondesire-Crump, Teresa Arroyo-Gallego

JMIR Biomed Eng 2022 (Nov 21); 7(2):e41003

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Scientific Publication Patterns of Systematic Reviews on Psychosocial Interventions Improving Well-being: Bibliometric Analysis

Ivanna Shubina

Interact J Med Res 2022 (Nov 11); 11(2):e41456

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Developing an Automated Assessment of In-session Patient Activation for Psychological Therapy: Codevelopment Approach

Sam Malins, Grazziela Figueredo, Tahseen Jilani, Yunfei Long, Jacob Andrews, Mat Rawsthorne, Cosmin Manolescu, Jeremie Clos, Fred Higton, David Waldram, Daniel Hunt, Elvira Perez Vallejos, Nima Moghaddam

JMIR Med Inform 2022 (Nov 08); 10(11):e38168

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The Use of Smartphone Keystroke Dynamics to Passively Monitor Upper Limb and Cognitive Function in Multiple Sclerosis: Longitudinal Analysis

Ka-Hoo Lam, James Twose, Birgit Lissenberg-Witte, Giovanni Licitra, Kim Meijer, Bernard Uitdehaag, Vincent De Groot, Joep Killestein

J Med Internet Res 2022 (Nov 07); 24(11):e37614

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Effectiveness of Computerized Cognitive Training in Delaying Cognitive Function Decline in People With Mild Cognitive Impairment: Systematic Review and Meta-analysis

Ran Li, Jiawei Geng, Runze Yang, Yumeng Ge, Therese Hesketh

J Med Internet Res 2022 (Oct 27); 24(10):e38624

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An App-Based Digit Symbol Substitution Test for Assessment of Cognitive Deficits in Adults With Major Depressive Disorder: Evaluation Study

Roger S McIntyre, Orly Lipsitz, Nelson B Rodrigues, Mehala Subramaniapillai, Flora Nasri, Yena Lee, Ben Fehnert, James King, Lambros Chrones, Kevin Kratiuk, Sharif Uddin, Joshua D Rosenblat, Rodrigo B Mansur, Maggie McCue

JMIR Ment Health 2022 (Oct 27); 9(10):e33871

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Mixed Reality Prototype of Multimodal Screening for Early Detection of Cognitive Impairments in Older Adults: Protocol Development and Usability Study

Monica Christova, Robert Strohmaier, Bianca Fuchs-Neuhold, Bernhard Guggenberger, Brigitte Loder-Fink, Theresa Draxler, Christoph Palli, Helmut Simi, Sandra Schadenbauer, Alexander Nischelwitzer, Gerhard Sprung, René Pilz, Robert Darkow, Wolfgang Staubmann

JMIR Res Protoc 2022 (Oct 14); 11(10):e39513

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Evaluating Web-Based Automatic Transcription for Alzheimer Speech Data: Transcript Comparison and Machine Learning Analysis

Thomas Soroski, Thiago da Cunha Vasco, Sally Newton-Mason, Saffrin Granby, Caitlin Lewis, Anuj Harisinghani, Matteo Rizzo, Cristina Conati, Gabriel Murray, Giuseppe Carenini, Thalia S Field, Hyeju Jang

JMIR Aging 2022 (Sep 21); 5(3):e33460

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Home-Based Electronic Cognitive Therapy in Patients With Alzheimer Disease: Feasibility Randomized Controlled Trial

Anna Marin, Renée DeCaro, Kylie Schiloski, Ala’a Elshaar, Brigid Dwyer, Ana Vives-Rodriguez, Rocco Palumbo, Katherine Turk, Andrew Budson

JMIR Form Res 2022 (Sep 12); 6(9):e34450

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Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study

Ayush Noori, Colin Magdamo, Xiao Liu, Tanish Tyagi, Zhaozhi Li, Akhil Kondepudi, Haitham Alabsi, Emily Rudmann, Douglas Wilcox, Laura Brenner, Gregory K Robbins, Lidia Moura, Sahar Zafar, Nicole M Benson, John Hsu, John R Dickson, Alberto Serrano-Pozo, Bradley T Hyman, Deborah Blacker, M Brandon Westover, Shibani S Mukerji, Sudeshna Das

J Med Internet Res 2022 (Aug 30); 24(8):e40384

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Digital Content-Free Speech Analysis Tool to Measure Affective Distress in Mental Health: Evaluation Study

Peter Tonn, Lea Seule, Yoav Degani, Shani Herzinger, Amit Klein, Nina Schulze

JMIR Form Res 2022 (Aug 30); 6(8):e37061

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Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach

Hannah Metzler, Hubert Baginski, Thomas Niederkrotenthaler, David Garcia

J Med Internet Res 2022 (Aug 17); 24(8):e34705

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Description of the Method for Evaluating Digital Endpoints in Alzheimer Disease Study: Protocol for an Exploratory, Cross-sectional Study

Jelena Curcic, Vanessa Vallejo, Jennifer Sorinas, Oleksandr Sverdlov, Jens Praestgaard, Mateusz Piksa, Mark Deurinck, Gul Erdemli, Maximilian Bügler, Ioannis Tarnanas, Nick Taptiklis, Francesca Cormack, Rebekka Anker, Fabien Massé, William Souillard-Mandar, Nathan Intrator, Lior Molcho, Erica Madero, Nicholas Bott, Mieko Chambers, Josef Tamory, Matias Shulz, Gerardo Fernandez, William Simpson, Jessica Robin, Jón G Snædal, Jang-Ho Cha, Kristin Hannesdottir

JMIR Res Protoc 2022 (Aug 10); 11(8):e35442

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Initial Psychometric Properties of 7 NeuroUX Remote Ecological Momentary Cognitive Tests Among People With Bipolar Disorder: Validation Study

Raeanne C Moore, Emma M Parrish, Ryan Van Patten, Emily Paolillo, Tess F Filip, Jessica Bomyea, Derek Lomas, Elizabeth W Twamley, Lisa T Eyler, Colin A Depp

J Med Internet Res 2022 (Jul 29); 24(7):e36665

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Item Response Theory Analyses of Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) Criteria Adapted to Screen Use Disorder: Exploratory Survey

Mathieu Boudard, Jean-Marc Alexandre, Charlotte Kervran, Louise Jakubiec, Dvora Shmulewitz, Deborah Hasin, Lucie Fournet, Christophe Rassis, Patrice Claverie, Fuschia Serre, Marc Auriacombe

J Med Internet Res 2022 (Jul 27); 24(7):e31803

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Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning–Based Exploratory Study

Tahsin Mullick, Ana Radovic, Sam Shaaban, Afsaneh Doryab

JMIR Form Res 2022 (Jun 24); 6(6):e35807

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The Effects of a Virtual Reality–Based Training Program for Adolescents With Disruptive Behavior Problems on Cognitive Distortions and Treatment Motivation: Protocol for a Multiple Baseline Single-Case Experimental Design

Renée E Klein Schaarsberg, Arne Popma, Ramón J L Lindauer, Levi van Dam

JMIR Res Protoc 2022 (May 20); 11(5):e33555

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Self-administered Web-Based Tests of Executive Functioning and Perceptual Speed: Measurement Development Study With a Large Probability-Based Survey Panel

Ying Liu, Stefan Schneider, Bart Orriens, Erik Meijer, Jill E Darling, Tania Gutsche, Margaret Gatz

J Med Internet Res 2022 (May 09); 24(5):e34347

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