JMIR Mental Health

Article	Citations
Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview	191
Digital Health Interventions for Delivery of Mental Health Care: Systematic and Comprehensive Meta-Review	121
Problematic Social Media Use in Adolescents and Young Adults: Systematic Review and Meta-analysis	106
Virtual Reality for Supporting the Treatment of Depression and Anxiety: Scoping Review	89
New Evidence in the Booming Field of Online Mindfulness: An Updated Meta-analysis of Randomized Controlled Trials	85
Patient Attitudes Toward Telepsychiatry During the COVID-19 Pandemic: A Nationwide, Multisite Survey	75
Understanding Engagement Strategies in Digital Interventions for Mental Health Promotion: Scoping Review	75
Digital Interventions to Support Population Mental Health in Canada During the COVID-19 Pandemic: Rapid Review	73
The Impact of Long COVID-19 on Mental Health: Observational 6-Month Follow-Up Study	71
It Is Time to REACT: Opportunities for Digital Mental Health Apps to Reduce Mental Health Disparities in Racially and Ethnically Minoritized Groups	71
Mobile Apps That Promote Emotion Regulation, Positive Mental Health, and Well-being in the General Population: Systematic Review and Meta-analysis	68
Use of Telehealth in Substance Use Disorder Services During and After COVID-19: Online Survey Study	68
Digital Mental Health Challenges and the Horizon Ahead for Solutions	65
Changes in Stress, Anxiety, and Depression Levels of Subscribers to a Daily Supportive Text Message Program (Text4Hope) During the COVID-19 Pandemic: Cross-Sectional Survey Study	65
The Associations Between Gaming Motivation and Internet Gaming Disorder: Systematic Review and Meta-analysis	61
Impact of the COVID-19 Pandemic on Disordered Eating Behavior: Qualitative Analysis of Social Media Posts	57
Impact of the COVID-19 Pandemic on the Global Delivery of Mental Health Services and Telemental Health: Systematic Review	55
A Digital Human for Delivering a Remote Loneliness and Stress Intervention to At-Risk Younger and Older Adults During the COVID-19 Pandemic: Randomized Pilot Trial	55
Sharing Clinical Notes and Electronic Health Records With People Affected by Mental Health Conditions: Scoping Review	52
A Perspective on Client-Psychologist Relationships in Videoconferencing Psychotherapy: Literature Review	50
Commercial Off-The-Shelf Video Games for Reducing Stress and Anxiety: Systematic Review	49
Ethics of Digital Mental Health During COVID-19: Crisis and Opportunities	47
Understanding People’s Use of and Perspectives on Mood-Tracking Apps: Interview Study	47
Testing the Efficacy of a Multicomponent, Self-Guided, Smartphone-Based Meditation App: Three-Armed Randomized Controlled Trial	46
Technostress and Digital Competence Among Health Professionals in Swiss Psychiatric Hospitals: Cross-sectional Study	45

Telehealth Versus Face-to-face Psychotherapy for Less Common Mental Health Conditions: Systematic Review and Meta-analysis of Randomized Controlled Trials	43
Examining the Effectiveness of Gamification in Mental Health Apps for Depression: Systematic Review and Meta-analysis	43
Real-time Mental Health Impact of the COVID-19 Pandemic on College Students: Ecological Momentary Assessment Study	42
Efficacy of a Six-Week-Long Therapist-Guided Online Therapy Versus Self-help Internet-Based Therapy for COVID-19–Induced Anxiety and Depression: Open-label, Pragmatic, Randomized Controlled Trial	42
Ethics and Law in Research on Algorithmic and Data-Driven Technology in Mental Health Care: Scoping Review	40
A Mindfulness-Based Intervention for Student Depression, Anxiety, and Stress: Randomized Controlled Trial	40
The Best Predictor of the Future—the Metaverse, Mental Health, and Lessons Learned From Current Technologies	40
The Digital Therapeutic Alliance and Human-Computer Interaction	39
Detecting and Measuring Depression on Social Media Using a Machine Learning Approach: Systematic Review	39
Videoconferencing-Based Telemental Health: Important Questions for the COVID-19 Era From Clinical and Patient-Centered Perspectives	38
The Impact of a Digital Intervention (Happify) on Loneliness During COVID-19: Qualitative Focus Group	37
Flip the Clinic: A Digital Health Approach to Youth Mental Health Service Delivery During the COVID-19 Pandemic and Beyond	37
Toward a Mobile Platform for Real-world Digital Measurement of Depression: User-Centered Design, Data Quality, and Behavioral and Clinical Modeling	36
Factors Influencing Depression and Mental Distress Related to COVID-19 Among University Students in China: Online Cross-sectional Mediation Study	35
The Application of e-Mental Health in Response to COVID-19: Scoping Review and Bibliometric Analysis	35
Empowering Anxious Parents to Manage Child Avoidance Behaviors: Randomized Control Trial of a Single-Session Intervention for Parental Accommodation	35
Customized Information and Communication Technology for Reducing Social Isolation and Loneliness Among Older Adults: Scoping Review	35
The Efficacy of WeChat-Based Parenting Training on the Psychological Well-being of Mothers With Children With Autism During the COVID-19 Pandemic: Quasi-Experimental Study	35
A Web-Based Group Cognitive Behavioral Therapy Intervention for Symptoms of Anxiety and Depression Among University Students: Open-Label, Pragmatic Trial	34
Usage and Acceptability of the iBobbly App: Pilot Trial for Suicide Prevention in Aboriginal and Torres Strait Islander Youth	34
The Effect of Meditation and Physical Activity on the Mental Health Impact of COVID-19–Related Stress and Attention to News Among Mobile App Users in the United States: Cross-sectional Survey	34
The Relationships of Deteriorating Depression and Anxiety With Longitudinal Behavioral Changes in Google and YouTube Use During COVID-19: Observational Study	33
Suicide Risk Assessments Through the Eyes of ChatGPT-3.5 Versus ChatGPT-4: Vignette Study	33
Mental Health Service User and Worker Experiences of Psychosocial Support Via Telehealth Through the COVID-19 Pandemic: Qualitative Study	32
Human-Centered Design Approaches in Digital Mental Health Interventions: Exploratory Mapping Review	31
Predictors, Outcomes, and Statistical Solutions of Missing Cases in Web-Based Psychotherapy: Methodological Replication and Elaboration Study	31
Text Message Interventions in Adolescent Mental Health and Addiction Services: Scoping Review	31
Tele–Mental Health for Reaching Out to Patients in a Time of Pandemic: Provider Survey and Meta-analysis of Patient Satisfaction	30
A Cyberbullying Media-Based Prevention Intervention for Adolescents on Instagram: Pilot Randomized Controlled Trial	30
Learning the Mental Health Impact of COVID-19 in the United States With Explainable Artificial Intelligence: Observational Study	30
Informing the Future of Integrated Digital and Clinical Mental Health Care: Synthesis of the Outcomes From Project Synergy	29
Longitudinal Relationships Between Depressive Symptom Severity and Phone-Measured Mobility: Dynamic Structural Equation Modeling Study	29
Efficacy and Conflicts of Interest in Randomized Controlled Trials Evaluating Headspace and Calm Apps: Systematic Review	28
A Mobile Health Mindfulness Intervention for Women With Moderate to Moderately Severe Postpartum Depressive Symptoms: Feasibility Study	28
A Gamified Smartphone-Based Intervention for Depression: Randomized Controlled Pilot Trial	28
Methodological and Quality Flaws in the Use of Artificial Intelligence in Mental Health Research: Systematic Review	27
Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review	26
Effectiveness and Feasibility of Internet-Based Interventions for Grief After Bereavement: Systematic Review and Meta-analysis	26
Transdiagnostic Internet Intervention for Indonesian University Students With Depression and Anxiety: Evaluation of Feasibility and Acceptability	26
Machine Learning Methods for Predicting Postpartum Depression: Scoping Review	26
Depressive Symptoms and Anxiety During the COVID-19 Pandemic: Large, Longitudinal, Cross-sectional Survey	26
The Effects of Downloading a Government-Issued COVID-19 Contact Tracing App on Psychological Distress During the Pandemic Among Employed Adults: Prospective Study	26
eHealth Interventions for Treatment and Prevention of Depression, Anxiety, and Insomnia During Pregnancy: Systematic Review and Meta-analysis	25
Initial Training for Mental Health Peer Support Workers: Systematized Review and International Delphi Consultation	25
Social Robot Interventions in Mental Health Care and Their Outcomes, Barriers, and Facilitators: Scoping Review	25
Ownership, Use of, and Interest in Digital Mental Health Technologies Among Clinicians and Young People Across a Spectrum of Clinical Care Needs: Cross-sectional Survey	24
Considerations in Designing Digital Peer Support for Mental Health: Interview Study Among Users of a Digital Support System (Buddy Project)	24
Using a Tablet-Based App to Deliver Evidence-Based Practices for Suicidal Patients in the Emergency Department: Pilot Randomized Controlled Trial	24
Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data	23
The Mental Health Impact of Daily News Exposure During the COVID-19 Pandemic: Ecological Momentary Assessment Study	23

Passive Sensing of Preteens’ Smartphone Use: An Adolescent Brain Cognitive Development (ABCD) Cohort Substudy	23
Measuring COVID-19 Related Anxiety in Parents: Psychometric Comparison of Four Different Inventories	22
Adverse Effects of Virtual and Augmented Reality Interventions in Psychiatry: Systematic Review	22
Virtual Reality Behavioral Activation as an Intervention for Major Depressive Disorder: Case Report	22
Deep Learning With Anaphora Resolution for the Detection of Tweeters With Depression: Algorithm Development and Validation Study	22
Feasibility and Initial Outcomes of a Group-Based Teletherapy Psychiatric Day Program for Adults With Serious Mental Illness: Open, Nonrandomized Trial in the Context of COVID-19	22
Assessing the Impact of Conversational Artificial Intelligence in the Treatment of Stress and Anxiety in Aging Adults: Randomized Controlled Trial	22
Feasibility and Efficacy of Virtual Reality Interventions to Improve Psychosocial Functioning in Psychosis: Systematic Review	22
A Smartphone-Based Self-management Intervention for Bipolar Disorder (LiveWell): User-Centered Development Approach	22
Virtual Reality–Based Psychotherapy in Social Anxiety Disorder: fMRI Study Using a Self-Referential Task	21
Diagnostic Performance of an App-Based Symptom Checker in Mental Disorders: Comparative Study in Psychotherapy Outpatients	21
The Apple Watch for Monitoring Mental Health–Related Physiological Symptoms: Literature Review	21
Associations Among Internet Addiction, Genetic Polymorphisms, Family Functioning, and Psychopathological Risk: Cross-Sectional Exploratory Study	21
Social Media Use, Physical Activity, and Internalizing Symptoms in Adolescence: Cross-sectional Analysis	21
Studies of Depression and Anxiety Using Reddit as a Data Source: Scoping Review	21
Efficacy of an mHealth Intervention (BRAVE) to Promote Mental Wellness for American Indian and Alaska Native Teenagers and Young Adults: Randomized Controlled Trial	21
Preparing Patients and Clinicians for Open Notes in Mental Health: Qualitative Inquiry of International Experts	20
Understanding the Role of Social Media–Based Mental Health Support Among College Students: Survey and Semistructured Interviews	20
A Text Messaging Intervention (StayWell at Home) to Counteract Depression and Anxiety During COVID-19 Social Distancing: Pre-Post Study	20
The Reach, Use, and Impact of a Free mHealth Mindfulness App in the General Population: Mobile Data Analysis	19
Intentions to Seek Mental Health Services During the COVID-19 Pandemic Among Chinese Pregnant Women With Probable Depression or Anxiety: Cross-sectional, Web-Based Survey Study	19
Digital Health Interventions in Prevention, Relapse, and Therapy of Mild and Moderate Depression: Scoping Review	19
Behavior of Callers to a Crisis Helpline Before and During the COVID-19 Pandemic: Quantitative Data Analysis	19
Virtual Reality Behavioral Activation for Adults With Major Depressive Disorder: Feasibility Randomized Controlled Trial	19
Mental Health Specialist Video Consultations Versus Treatment-as-Usual for Patients With Depression or Anxiety Disorders in Primary Care: Randomized Controlled Feasibility Trial	19
Problematic Social Media Use in Sexual and Gender Minority Young Adults: Observational Study	18
A Compassion-Focused Ecological Momentary Intervention for Enhancing Resilience in Help-Seeking Youth: Uncontrolled Pilot Study	18
Effectiveness of Delivering Dialectical Behavioral Therapy Techniques by Email in Patients With Borderline Personality Disorder: Nonrandomized Controlled Trial	18
Workshop on Implementation Science and Digital Therapeutics for Behavioral Health	18
Therapeutic Alliance in Online and Face-to-face Psychological Treatment: Comparative Study	18
Characteristics of the Users of Troubled Desire, a Web-Based Self-management App for Individuals With Sexual Interest in Children: Descriptive Analysis of Self-assessment Data	17
Postsecondary Student Engagement With a Mental Health App and Online Platform (Thought Spot): Qualitative Study of User Experience	17
Data Visualization for Chronic Neurological and Mental Health Condition Self-management: Systematic Review of User Perspectives	17
Acoustic and Facial Features From Clinical Interviews for Machine Learning–Based Psychiatric Diagnosis: Algorithm Development	17
Mobile-Assisted Cognitive Behavioral Therapy for Negative Symptoms: Open Single-Arm Trial With Schizophrenia Patients	17
The Current State and Validity of Digital Assessment Tools for Psychiatry: Systematic Review	17
From Social Network to Peer Support Network: Opportunities to Explore Mechanisms of Online Peer Support for Mental Health	17
Focusing on Digital Research Priorities for Advancing the Access and Quality of Mental Health	17
Machine Learning–Based Predictive Modeling of Anxiety and Depressive Symptoms During 8 Months of the COVID-19 Global Pandemic: Repeated Cross-sectional Survey Study	17
Evaluating a Middle-School Digital Citizenship Curriculum (Screenshots): Quasi-Experimental Study	17
The Persistence of the Impact of COVID-19–Related Distress, Mood Inertia, and Loneliness on Mental Health During a Postlockdown Period in Germany: An Ecological Momentary Assessment Study	17
Capacity of Generative AI to Interpret Human Emotions From Visual and Textual Data: Pilot Evaluation Study	17
The Moderating Role of Coping Mechanisms and Being an e-Sport Player Between Psychiatric Symptoms and Gaming Disorder: Online Survey	17
Self-directed Technology-Based Therapeutic Methods for Adult Patients Receiving Mental Health Services: Systematic Review	17
Mental Health and the Perceived Usability of Digital Mental Health Tools Among Essential Workers and People Unemployed Due to COVID-19: Cross-sectional Survey Study	17
Centering Lived Experience in Developing Digital Interventions for Suicide and Self-injurious Behaviors: User-Centered Design Approach	16
A Web-Based Application for Personalized Ecological Momentary Assessment in Psychiatric Care: User-Centered Development of the PETRA Application	16
Natural Language Processing Methods and Bipolar Disorder: Scoping Review	16
Testing the Differential Impact of an Internet-Based Mental Health Intervention on Outcomes of Well-being and Psychological Distress During COVID-19: Uncontrolled Intervention Study	16
Effects of Web-Based Group Mindfulness Training on Stress and Sleep Quality in Singapore During the COVID-19 Pandemic: Retrospective Equivalence Analysis	16
Acceptability of Computerized Cognitive Behavioral Therapy for Adults: Umbrella Review	16
Web-Based Relaxation Intervention for Stress During Social Isolation: Randomized Controlled Trial	16
Opening the Black Box of Daily Life in Nonsuicidal Self-injury Research: With Great Opportunity Comes Great Responsibility	15
Twitter Users’ Views on Mental Health Crisis Resolution Team Care Compared With Stakeholder Interviews and Focus Groups: Qualitative Analysis	15
Evidence on Technology-Based Psychological Interventions in Diagnosed Depression: Systematic Review	15
Teaching Telepsychiatry Skills: Building on the Lessons of the COVID-19 Pandemic to Enhance Mental Health Care in the Future	15
Trends in Stress Throughout Pregnancy and Postpartum Period During the COVID-19 Pandemic: Longitudinal Study Using Ecological Momentary Assessment and Data From the Postpartum Mothers Mobile Study	15
The Impact of Mobile Technology-Delivered Interventions on Youth Well-being: Systematic Review and 3-Level Meta-analysis	15
Use of the Maslach Burnout Inventory Among Public Health Care Professionals: Scoping Review	15
Virtual Education Program to Support Providers Caring for People With Intellectual and Developmental Disabilities During the COVID-19 Pandemic: Rapid Development and Evaluation Study	15
Young Sexual Minority Adolescent Experiences of Self-expression and Isolation on Social Media: Cross-sectional Survey Study	15
Telemental Health For Youth With Chronic Illnesses: Systematic Review	15
Effectiveness of Using Mobile Technology to Improve Cognitive and Social Skills Among Individuals With Autism Spectrum Disorder: Systematic Literature Review	14
Usability and Acceptability of Two Smartphone Apps for Smoking Cessation Among Young Adults With Serious Mental Illness: Mixed Methods Study	14
Optimizing Engagement in an Online Dietary Intervention for Depression (My Food & Mood Version 3.0): Cohort Study	14
Association Between LGB Sexual Orientation and Depression Mediated by Negative Social Media Experiences: National Survey Study of US Young Adults	14
Utilizing Big Data From Google Trends to Map Population Depression in the United States: Exploratory Infodemiology Study	14
Effectiveness of Self-Guided Virtual Reality–Based Cognitive Behavioral Therapy for Panic Disorder: Randomized Controlled Trial	14
Brief Digital Interventions to Support the Psychological Well-being of NHS Staff During the COVID-19 Pandemic: 3-Arm Pilot Randomized Controlled Trial	14
Identifying and Categorizing Adverse Events in Trials of Digital Mental Health Interventions: Narrative Scoping Review of Trials in the International Standard Randomized Controlled Trial Number Regist	14
Examining the Pro-Eating Disorders Community on Twitter Via the Hashtag #proana: Statistical Modeling Approach	14
The Use of Virtual Reality Interventions to Promote Positive Mental Health: Systematic Literature Review	14
Treatment Interruptions and Telemedicine Utilization in Serious Mental Illness: Retrospective Longitudinal Claims Analysis	14
Effectiveness of Digital Mental Health Tools to Reduce Depressive and Anxiety Symptoms in Low- and Middle-Income Countries: Systematic Review and Meta-analysis	14
Mobile Phone Use and Acceptability for the Delivery of Mental Health Information Among Perinatal Adolescents in Nigeria: Survey Study	14
Intervention Use and Symptom Change With Unguided Internet-Based Cognitive Behavioral Therapy for Depression During the COVID-19 Pandemic: Log Data Analysis of a Convenience Sample	14
Smartphone-Based Self-Reports of Depressive Symptoms Using the Remote Monitoring Application in Psychiatry (ReMAP): Interformat Validation Study	14
Characterizing Use of a Multicomponent Digital Intervention to Predict Treatment Outcomes in First-Episode Psychosis: Cluster Analysis	14
Effects of ACT Out! Social Issue Theater on Social-Emotional Competence and Bullying in Youth and Adolescents: Cluster Randomized Controlled Trial	13
Digital Health Technology to Support Health Care Professionals and Family Caregivers Caring for Patients With Cognitive Impairment: Scoping Review	13

mPulse Mobile Sensing Model for Passive Detection of Impulsive Behavior: Exploratory Prediction Study	13
The Use of Closed-Circuit Television and Video in Suicide Prevention: Narrative Review and Future Directions	13
Digital and Mobile Health Technology in Collaborative Behavioral Health Care: Scoping Review	13
The Digital Therapeutic Alliance: Prospects and Considerations	13
The Safety of Digital Mental Health Interventions: Systematic Review and Recommendations	13
A Novel Peer-to-Peer Coaching Program to Support Digital Mental Health: Design and Implementation	13
Breaking the Data Value-Privacy Paradox in Mobile Mental Health Systems Through User-Centered Privacy Protection: A Web-Based Survey Study	13
Digital Phenotyping for Differential Diagnosis of Major Depressive Episode: Narrative Review	13
Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study	13
Acoustic and Linguistic Features of Impromptu Speech and Their Association With Anxiety: Validation Study	12
Digitalizing a Brief Intervention to Reduce Intrusive Memories of Psychological Trauma: Qualitative Interview Study	12
Assessing Suicide Reporting in Top Newspaper Social Media Accounts in China: Content Analysis Study	12
Associations Between Social Media, Bedtime Technology Use Rules, and Daytime Sleepiness Among Adolescents: Cross-sectional Findings From a Nationally Representative Sample	12
Preliminary Outcomes of an Ecological Momentary Intervention for Social Functioning in Schizophrenia: Pre-Post Study of the Motivation and Skills Support App	12
Examining the Relationship Between the Use of a Mobile Peer-Support App and Self-Injury Outcomes: Longitudinal Mixed Methods Study	12
An Online Assessment to Evaluate the Role of Cognitive Biases and Emotion Regulation Strategies for Mental Health During the COVID-19 Lockdown of 2020: Structural Equation Modeling Study	12
PTSD Coach Version 3.1: A Closer Look at the Reach, Use, and Potential Impact of This Updated Mobile Health App in the General Public	12
Experiences of Patients and Therapists Testing a Virtual Reality Exposure App for Symptoms of Claustrophobia: Mixed Methods Study	12
Effectiveness and Minimum Effective Dose of App-Based Mobile Health Interventions for Anxiety and Depression Symptom Reduction: Systematic Review and Meta-Analysis	12
Assessing Diversity and Inclusivity is the Next Frontier in Mental Health Recovery Narrative Research and Practice	12
The Effect of Mental Health App Customization on Depressive Symptoms in College Students: Randomized Controlled Trial	11
Measuring Adherence Within a Self-Guided Online Intervention for Depression and Anxiety: Secondary Analyses of a Randomized Controlled Trial	11
Language, Speech, and Facial Expression Features for Artificial Intelligence–Based Detection of Cancer Survivors’ Depression: Scoping Meta-Review	11
Investigating Mental Health Service User Opinions on Clinical Data Sharing: Qualitative Focus Group Study	11
Implementation of Electronic Medical Records in Mental Health Settings: Scoping Review	11
Factors Associated With Psychological Disturbances During the COVID-19 Pandemic: Multicountry Online Study	11
Impact of the COVID-19 Pandemic on Online Obsessive-Compulsive Disorder Support Community Members: Survey Study	11
Telehealth Services for Substance Use Disorders During the COVID-19 Pandemic: Longitudinal Assessment of Intensive Outpatient Programming and Data Collection Practices	11
Long-Term Efficacy of Internet-Based Cognitive Behavioral Therapy Self-Help Programs for Adults With Depression: Systematic Review and Meta-Analysis of Randomized Controlled Trials	11
Self-help Digital Interventions Targeted at Improving Psychological Well-being in Young People With Perceived or Clinically Diagnosed Reduced Well-being: Systematic Review	11
Acceptability of Web-Based Mental Health Interventions in the Workplace: Systematic Review	11
Prediction of Mental Health Problem Using Annual Student Health Survey: Machine Learning Approach	11
Development of a Framework for the Implementation of Synchronous Digital Mental Health: Realist Synthesis of Systematic Reviews	11
A Novel and Integrated Digitally Supported System of Care for Depression and Anxiety: Findings From an Open Trial	11
Problematic Internet Use Before and During the COVID-19 Pandemic in Youth in Outpatient Mental Health Treatment: App-Based Ecological Momentary Assessment Study	11
Knowledge-Infused Abstractive Summarization of Clinical Diagnostic Interviews: Framework Development Study	11
A Personalized, Interactive, Cognitive Behavioral Therapy–Based Digital Therapeutic (MODIA) for Adjunctive Treatment of Opioid Use Disorder: Development Study	10
Trajectories of Change in an Open-access Internet-Based Cognitive Behavior Program for Childhood and Adolescent Anxiety: Open Trial	10
Neurocognitive Assessment Tools for Military Personnel With Mild Traumatic Brain Injury: Scoping Literature Review	10
A Comparison of ChatGPT and Fine-Tuned Open Pre-Trained Transformers (OPT) Against Widely Used Sentiment Analysis Tools: Sentiment Analysis of COVID-19 Survey Data	10
The Involvement of Service Users and People With Lived Experience in Mental Health Care Innovation Through Design: Systematic Review	10
Suicide Risk and Protective Factors in Online Support Forum Posts: Annotation Scheme Development and Validation Study	10
Methods and Applications of Social Media Monitoring of Mental Health During Disasters: Scoping Review	10
An Adjunctive Internet-Based Intervention to Enhance Treatment for Depression in Adults: Randomized Controlled Trial	10
Using Voice Biomarkers to Classify Suicide Risk in Adult Telehealth Callers: Retrospective Observational Study	10
Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping	10
Learning From Clinical Consensus Diagnosis in India to Facilitate Automatic Classification of Dementia: Machine Learning Study	10
Digital Health Literacy in Bipolar Disorder: International Web-Based Survey	10
Understanding University Students’ Experiences, Perceptions, and Attitudes Toward Peers Displaying Mental Health–Related Problems on Social Networking Sites: Online Survey and Interview Study	10
A Digital Mental Health Intervention (Inuka) for Common Mental Health Disorders in Zimbabwean Adults in Response to the COVID-19 Pandemic: Feasibility and Acceptability Pilot Study	10
Indications of Depressive Symptoms During the COVID-19 Pandemic in Germany: Comparison of National Survey and Twitter Data	10
Appropriate Use and Operationalization of Adherence to Digital Cognitive Behavioral Therapy for Depression and Anxiety in Youth: Systematic Review	10
A Digital Toolkit (M-Healer) to Improve Care and Reduce Human Rights Abuses Against People With Mental Illness in West Africa: User-Centered Design, Development, and Usability Study	10
The Potential Influence of AI on Population Mental Health	9
COVID-19 and Open Notes: A New Method to Enhance Patient Safety and Trust	9
Multi-operator Self-exclusion as a Harm Reduction Measure in Problem Gambling: Retrospective Clinical Study on Gambling Relapse Despite Self-exclusion	9
Examining the Preliminary Effectiveness and Acceptability of a Web-Based Training Program for Australian Secondary School Teachers: Pilot Study of the BEAM (Building Educators’ Skills in Adolescent Me	9
Comparing the Ratio of Therapist Support to Internet Sessions in a Blended Therapy Delivered to Trauma-Exposed Veterans: Quasi-experimental Comparison Study	9
Digital Community Inclusion of Individuals With Serious Mental Illness: A National Survey to Map Digital Technology Use and Community Participation Patterns in the Digital Era	9
Health Needs for Suicide Prevention and Acceptance of e-Mental Health Interventions in Adolescents and Young Adults: Qualitative Study	9
A Digital Single-Session Intervention Platform for Youth Mental Health: Cultural Adaptation, Evaluation, and Dissemination	9
Clinical Targets and Attitudes Toward Implementing Digital Health Tools for Remote Measurement in Treatment for Depression: Focus Groups With Patients and Clinicians	9
Comparing Effectiveness Between a Mobile App Program and Traditional Cognitive Behavior Therapy in Obsessive-Compulsive Disorder: Evaluation Study	9
Impact of Jointly Using an e–Mental Health Resource (Self-Management And Recovery Technology) on Interactions Between Service Users Experiencing Severe Mental Illness and Community Mental Health Worke	9
Shift in Social Media App Usage During COVID-19 Lockdown and Clinical Anxiety Symptoms: Machine Learning–Based Ecological Momentary Assessment Study	9
Leveraging the Power of Nondisruptive Technologies to Optimize Mental Health Treatment: Case Study	9
A Game-Based School Program for Mental Health Literacy and Stigma on Depression (Moving Stories): Cluster Randomized Controlled Trial	8
Effectiveness, User Engagement and Experience, and Safety of a Mobile App (Lumi Nova) Delivering Exposure-Based Cognitive Behavioral Therapy Strategies to Manage Anxiety in Children via Immersive Gami	8
Quantifying Changes in the Language Used Around Mental Health on Twitter Over 10 Years: Observational Study	8
Using Digital Tools to Engage Patients With Psychosis and Their Families in Research: Survey Recruitment and Completion in an Early Psychosis Intervention Program	8
Digital Technology Use and Mental Health Consultations: Survey of the Views and Experiences of Clinicians and Young People	8
Outcomes of a Blended Care Coaching Program for Clients Presenting With Moderate Levels of Anxiety and Depression: Pragmatic Retrospective Study	8
Digital Cognitive Assessment Tests for Older Adults: Systematic Literature Review	8
Web-Based Single Session Intervention for Perceived Control Over Anxiety During COVID-19: Randomized Controlled Trial	8
The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement	8
Clinical Utility of Wearable Sensors and Patient-Reported Surveys in Patients With Schizophrenia: Noninterventional, Observational Study	8
Therapist-Assisted Web-Based Intervention for Prolonged Grief Disorder After Cancer Bereavement: Randomized Controlled Trial	8
Intervening on Social Comparisons on Social Media: Electronic Daily Diary Pilot Study	8
The Roles of Social Comparison Orientation and Regulatory Focus in College Students’ Responses to Fitspiration Posts on Social Media: Cross-sectional Study	8
Social Media Use and Health-Related Quality of Life Among Adolescents: Cross-sectional Study	8
Leveraging Mobile Health to Manage Mental Health/Behavioral Health Disorders: Systematic Literature Review	8
Mobile App for Parental Empowerment for Caregivers of Children With Autism Spectrum Disorders: Prospective Open Trial	8
A New Digital Assessment of Mental Health and Well-being in the Workplace: Development and Validation of the Unmind Index	8
Integration of Digital Tools Into Community Mental Health Care Settings That Serve Young People: Focus Group Study	8
The Behavior Change Techniques Used in Canadian Online Smoking Cessation Programs: Content Analysis	8
A Group-Facilitated, Internet-Based Intervention to Promote Mental Health and Well-Being in a Vulnerable Population of University Students: Randomized Controlled Trial of the Be Well Plan Program	8
Psychiatric Treatment Conducted via Telemedicine Versus In-Person Modality in Posttraumatic Stress Disorder, Mood Disorders, and Anxiety Disorders: Systematic Review and Meta-Analysis	7
Shaping Blended Care: Adapting an Instrument to Support Therapists in Using eMental Health	7
Clinician Perspectives on Using Computational Mental Health Insights From Patients’ Social Media Activities: Design and Qualitative Evaluation of a Prototype	7
The Use of Photoplethysmography in the Assessment of Mental Health: Scoping Review	7
Suicide Prevention Using Google Ads: Randomized Controlled Trial Measuring Engagement	7
The Role of Compassionate Technology in Blended and Digital Mental Health Interventions: Systematic Scoping Review	7
Telehealth-Based Psychoeducation for Caregivers: The Family Intervention in Recent-Onset Schizophrenia Treatment Study	7
Predicting Patient Wait Times by Using Highly Deidentified Data in Mental Health Care: Enhanced Machine Learning Approach	7
FOCUS mHealth Intervention for Veterans With Serious Mental Illness in an Outpatient Department of Veterans Affairs Setting: Feasibility, Acceptability, and Usability Study	7