Depression and Mood Disorders; Suicide Prevention

Machine Learning–Based Suicide Risk Prediction Model for Suicidal Trajectory on Social Media Following Suicidal Mentions: Independent Algorithm Validation

Zachary Kaminsky, Robyn J McQuaid, Kim GC Hellemans, Zachary R Patterson, Mysa Saad, Robert L Gabrys, Tetyana Kendzerska, Alfonso Abizaid, Rebecca Robillard

J Med Internet Res 2024 (Dec 05); 26:e49927

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Acceptability, User Satisfaction, and Feasibility of an App-Based Support Service During the COVID-19 Pandemic in a Psychiatric Outpatient Setting: Prospective Longitudinal Observational Study

Konstanze Golsong, Luisa Kaufmann, Sabrina Baldofski, Elisabeth Kohls, Christine Rummel-Kluge

JMIR Form Res 2024 (Dec 04); 8:e60461

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Psychedelic Art and Implications for Mental Health: Randomized Pilot Study

Mary L Peng, Joan Monin, Polina Ovchinnikova, Amanda Levi, Terika McCall

JMIR Form Res 2024 (Dec 03); 8:e66430

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Predicting and Monitoring Symptoms in Patients Diagnosed With Depression Using Smartphone Data: Observational Study

Arsi Ikäheimonen, Nguyen Luong, Ilya Baryshnikov, Richard Darst, Roope Heikkilä, Joel Holmen, Annasofia Martikkala, Kirsi Riihimäki, Outi Saleva, Erkki Isometsä, Talayeh Aledavood

J Med Internet Res 2024 (Dec 03); 26:e56874

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Predicting Depressive Symptoms Using GPS-Based Regional Data in Germany With the CORONA HEALTH App During the COVID-19 Pandemic: Cross-Sectional Study

Johanna-Sophie Edler, Michael Winter, Holger Steinmetz, Caroline Cohrdes, Harald Baumeister, Rüdiger Pryss

Interact J Med Res 2024 (Dec 03); 13:e53248

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Dynamic Simulation Models of Suicide and Suicide-Related Behaviors: Systematic Review

Genevieve Gariepy, Rifat Zahan, Nathaniel D Osgood, Benjamin Yeoh, Eva Graham, Heather Orpana

JMIR Public Health Surveill 2024 (Dec 02); 10:e63195

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Digital Interventions for Symptoms of Borderline Personality Disorder: Systematic Review and Meta-Analysis

Julia A B Lindsay, Niall M McGowan, Thomas Henning, Eli Harriss, Kate E A Saunders

J Med Internet Res 2024 (Nov 29); 26:e54941

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Evaluating the Impact of a Daylight-Simulating Luminaire on Mood, Agitation, Rest-Activity Patterns, and Social Well-Being Parameters in a Care Home for People With Dementia: Cohort Study

Kate Turley, Joseph Rafferty, Raymond Bond, Maurice Mulvenna, Assumpta Ryan, Lloyd Crawford

JMIR Mhealth Uhealth 2024 (Nov 29); 12:e56951

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Moving Toward Meaningful Evaluations of Monitoring in e-Mental Health Based on the Case of a Web-Based Grief Service for Older Mourners: Mixed Methods Study

Lena Brandl, Stephanie Jansen-Kosterink, Jeannette Brodbeck, Sofia Jacinto, Bettina Mooser, Dirk Heylen

JMIR Form Res 2024 (Nov 28); 8:e63262

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Relationship Between Depression and Falls Among Nursing Home Residents: Integrative Review

Alcina Matos Queirós, Armin von Gunten, Joëlle Rosselet Amoussou, Andreia Maria Lima, Maria Manuela Martins, Henk Verloo

Interact J Med Res 2024 (Nov 28); 13:e57050

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A Personalized, Transdiagnostic Smartphone App (Mello) Targeting Repetitive Negative Thinking for Depression and Anxiety: Qualitative Analysis of Young People’s Experience

Lee Valentine, Chelsea Arnold, Jennifer Nicholas, Emily Castagnini, Jessi Malouf, Mario Alvarez-Jimenez, Imogen H Bell

J Med Internet Res 2024 (Nov 27); 26:e63732

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Efficacy of a Mobile App–Based Behavioral Intervention (DRIVEN) to Help Individuals With Unemployment-Related Emotional Distress Return to Work: Protocol for a Randomized Controlled Trial

Elizabeth C Danielson, Mystie Saturday, Sarah Leonard, Alexandra Levit, Andrea K Graham, Melissa Marquez, Keith Alperin, Stewart A Shankman, James W Griffith

JMIR Res Protoc 2024 (Nov 26); 13:e62715

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Ten Myths About the Effect of Social Media Use on Well-Being

Jeffrey A Hall

J Med Internet Res 2024 (Nov 25); 26:e59585

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Exploring the Effects of Variety and Amount of Mindfulness Practices on Depression, Anxiety, and Stress Symptoms: Longitudinal Study on a Mental Health–Focused eHealth System for Patients With Breast or Prostate Cancer

Francesca Malandrone, Sara Urru, Paola Berchialla, Pierre Gilbert Rossini, Francesco Oliva, Silvia Bianchi, Manuel Ottaviano, Sergio Gonzalez-Martinez, Vladimir Carli, Gaetano Valenza, Enzo Pasquale Scilingo, Sara Carletto, Luca Ostacoli

JMIR Ment Health 2024 (Nov 21); 11:e57415

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Investigating the Effectiveness of Technology-Based Distal Interventions for Postpartum Depression and Anxiety: Systematic Review and Meta-Analysis

Sarah P Brocklehurst, Alyssa R Morse, Tegan Cruwys, Philip J Batterham, Liana Leach, Alysia M Robertson, Aseel Sahib, Colette T Burke, Jessica Nguyen, Alison L Calear

J Med Internet Res 2024 (Nov 19); 26:e53236

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Online Depression Communities as a Complementary Approach to Improving the Attitudes of Patients With Depression Toward Medication Adherence: Cross-Sectional Survey Study

Runnan Chen, Xiaorong Fu, Mochi Liu, Ke Liao, Lifei Bai

J Med Internet Res 2024 (Nov 19); 26:e56166

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Assessing Digital Phenotyping for App Recommendations and Sustained Engagement: Cohort Study

Bridget Dwyer, Matthew Flathers, James Burns, Jane Mikkelson, Elana Perlmutter, Kelly Chen, Nanik Ram, John Torous

JMIR Form Res 2024 (Nov 19); 8:e62725

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Cultural Adaptation and User Satisfaction of an Internet-Delivered Cognitive Behavioral Program for Depression and Anxiety Among College Students in Two Latin American Countries: Focus Group Study With Potential Users and a Cross-Sectional Questionnaire Study With Actual Users

Yesica Albor, Noé González, Corina Benjet, Alicia Salamanca-Sanabria, Cristiny Hernández-de la Rosa, Viridiana Eslava-Torres, María Carolina García-Alfaro, Andrés Melchor-Audirac, Laura Itzel Montoya-Montero, Karla Suárez

JMIR Form Res 2024 (Nov 15); 8:e63298

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Use of Random Forest to Predict Adherence in an Online Intervention for Depression Using Baseline and Early Usage Data: Model Development and Validation on Retrospective Routine Care Log Data

Franziska Wenger, Caroline Allenhof, Simon Schreynemackers, Ulrich Hegerl, Hanna Reich

JMIR Form Res 2024 (Nov 15); 8:e53768

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Comprehensive Symptom Prediction in Inpatients With Acute Psychiatric Disorders Using Wearable-Based Deep Learning Models: Development and Validation Study

Minseok Hong, Ri-Ra Kang, Jeong Hun Yang, Sang Jin Rhee, Hyunju Lee, Yong-gyom Kim, KangYoon Lee, HongGi Kim, Yu Sang Lee, Tak Youn, Se Hyun Kim, Yong Min Ahn

J Med Internet Res 2024 (Nov 13); 26:e65994

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