OOIR: Observatory of International Research

Papers

(The median citation count of JMIR Mental Health is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)

Article	Citations
Characterizing Longitudinal Patterns in Cognition, Mood, And Activity in Depression With 6-Week High-Frequency Wearable Assessment: Observational Study	260
Assessing the Short-Term Efficacy of Digital Cognitive Behavioral Therapy for Insomnia With Different Types of Coaching: Randomized Controlled Comparative Trial	257
A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Design Principles and Insights for AI-Supported Care (Preprint)	153
Relationship Factors in Internet-Delivered Psychological Interventions for Veterans Experiencing Postpartum Depression: Qualitative Analysis	130
Comparing Generative Artificial Intelligence and Mental Health Professionals for Clinical Decision-Making With Trauma-Exposed Populations: Vignette-Based Experimental Study	109
Assessing Diversity and Inclusivity is the Next Frontier in Mental Health Recovery Narrative Research and Practice	108
Characteristics of Suicidal Patients Who Engaged in Suicide-Related Internet Use in the United Kingdom: Cross-Sectional Survey Findings	96
Digital Contingency Management for Substance Use Disorder Treatment: 12-Month Quasi-Experimental Design	95
Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone App–Led Cognitive Behavioral Therapy for Depression Under Therapist Supervision: Open Trial	91
Effectiveness and Feasibility of a Self-guided Mobile App Targeting Emotional Well-being in Healthy Adults: 4-Week Randomized Controlled Trial	85
Digital Practices by Citizens During the COVID-19 Pandemic: Findings From an International Multisite Study	81
Impacts of Telehealth Adoption on the Quality of Care for Individuals With Serious Mental Illness: Retrospective Observational Analysis of Veterans Affairs Administrative Data	78
The Effectiveness of a Brief Telehealth and Smartphone Intervention for College Students Receiving Traditional Therapy: Longitudinal Study Using Ecological Momentary Assessment Data	76
Smartphone-Delivered Attentional Bias Modification Training for Mental Health: Systematic Review and Meta-Analysis	75
Game Design, Effectiveness, and Implementation of Serious Games Promoting Aspects of Mental Health Literacy Among Children and Adolescents: Systematic Review	74
Digital Health Interventions for Depression and Anxiety in Low- and Middle-Income Countries: Rapid Scoping Review	70
The Effectiveness of Internet-Guided Self-help Interventions to Promote Physical Activity Among Individuals With Depression: Systematic Review	70
Impact of Digital Inclusion Initiative to Facilitate Access to Mental Health Services: Service User Interview Study	67
Co-Developing Content Updates for the Card Sort Task for Self-Harm–Digital (CaTS-D) With People With Lived Self-Harm Experiences: Pilot Study and Thematic Analysis	66
Machine Learning, Deep Learning, and Data Preprocessing Techniques for Detecting, Predicting, and Monitoring Stress and Stress-Related Mental Disorders: Scoping Review	60
Exploring the Views of Young People, Including Those With a History of Self-Harm, on the Use of Their Routinely Generated Data for Mental Health Research: Web-Based Cross-Sectional Survey Study	56
Leveraging Personal Technologies in the Treatment of Schizophrenia Spectrum Disorders: Scoping Review	56
Directory of Public Datasets for Youth Mental Health to Enhance Research Through Data, Accessibility, and Artificial Intelligence: Scoping Review	56
Evaluation of Digital Mental Health Technologies in the United States: Systematic Literature Review and Framework Synthesis	55
The Use of Photoplethysmography in the Assessment of Mental Health: Scoping Review	55

Effect of Minimal Individual or Group Enhancement in an eHealth Program on Mental Health, Health Behavior, and Work Ability in Employees With Obesity: Randomized Controlled Trial	54
Factors Associated With Digital Addiction: Umbrella Review	52
Comparison of Use Rates of Telehealth Services for Substance Use Disorder During and Following COVID-19 Safety Distancing Recommendations: Two Cross-Sectional Surveys	50
Validation of the Attitudes Towards Psychological Online Interventions Questionnaire Among Black Americans: Cross-cultural Confirmatory Factor Analysis	49
Efficacy of BrighterSide, a Self-Guided App for Suicidal Ideation: Randomized Controlled Trial	49
Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review	48
Microtemporal Dynamics of Dietary Intake, Physical Activity, and Impulsivity in Adult Attention-Deficit/Hyperactivity Disorder: Ecological Momentary Assessment Study Within Nutritional Psychiatry	48
Implementing the Routine Use of Electronic Mental Health Screening for Youth in Primary Care: Systematic Review	47
Considering the Role of Human Empathy in AI-Driven Therapy	47
Appropriate Use and Operationalization of Adherence to Digital Cognitive Behavioral Therapy for Depression and Anxiety in Youth: Systematic Review	46
A Digital Peer Support Platform to Translate Online Peer Support for Emerging Adult Mental Well-being: Randomized Controlled Trial	46
Establishment and Maintenance of a Digital Therapeutic Alliance in People Living With Negative Symptoms of Schizophrenia: Two Exploratory Single-Arm Studies	45
AI Applications in Depression Detection and Diagnosis: Bibliometric and Visual Analysis of Trends and Future Directions	42
eHealth Interventions for Treatment and Prevention of Depression, Anxiety, and Insomnia During Pregnancy: Systematic Review and Meta-analysis	42
Empathy Toward Artificial Intelligence Versus Human Experiences and the Role of Transparency in Mental Health and Social Support Chatbot Design: Comparative Study	41
Online Mental Health Forums and Rural Resilience: Mixed Methods Study and Logic Model	38
Impact of Conversational and Animation Features of a Mental Health App Virtual Agent on Depressive Symptoms and User Experience Among College Students: Randomized Controlled Trial	38
International Technologies on Prevention and Treatment of Neurological and Psychiatric Diseases: Bibliometric Analysis of Patents	37
Avatar Intervention in Virtual Reality for Cannabis Use Disorder in Individuals With Severe Mental Disorders: Results From a 1-Year, Single-Arm Clinical Trial	36
Mental Health Care Guidelines for Telemedicine During the COVID-19 Pandemic: Scoping Review	36
Cost-Effectiveness of Digital Mental Health Versus Usual Care During Humanitarian Crises in Lebanon: Pragmatic Randomized Trial	35
Effectiveness and User Experience of Virtual Reality for Social Anxiety Disorder: Systematic Review	35
Toward a New Conceptual Framework for Digital Mental Health Technologies: Scoping Review	35
Treatment Interruptions and Telemedicine Utilization in Serious Mental Illness: Retrospective Longitudinal Claims Analysis	34
Developing a Theoretically Informed Implementation Model for Telemedicine-Delivered Medication for Opioid Use Disorder: Qualitative Study With Key Informants	34
A Smartphone-Based Self-Management Intervention for Individuals with Bipolar Disorder (LiveWell): Qualitative Study on User Experiences of the Behavior Change Process	33
The Extent of User Involvement in the Design of Self-tracking Technology for Bipolar Disorder: Literature Review	32
Evaluating a Smartphone App (MeT4VeT) to Support the Mental Health of UK Armed Forces Veterans: Feasibility Randomized Controlled Trial	31
Adverse Events of Mood Monitoring and Ambulatory Assessment in Depression and Bipolar Disorder: Systematic Review and Meta-Analysis	31
Effectiveness of Self-Guided Virtual Reality–Based Cognitive Behavioral Therapy for Panic Disorder: Randomized Controlled Trial	31
Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study	30
Virtual Partnership Addressing Mental Health Crises: Mixed Methods Study of a Coresponder Program in Rural Law Enforcement	30
Real Life Experiences as Head of Science	29
Text Messaging to Extend School-Based Suicide Prevention: Pilot Randomized Controlled Trial	29
Correction: Psychiatric Treatment Conducted via Telemedicine Versus In-Person Modality in Posttraumatic Stress Disorder, Mood Disorders, and Anxiety Disorders: Systematic Review and Meta-Analysis	29
Barriers to and Facilitators of Engaging With and Adhering to Guided Internet-Based Interventions for Depression Prevention and Reduction of Pain-Related Disability in Green Professions: Mixed Methods	29
Training Staff Across the Veterans Affairs Health Care System to Use Mobile Mental Health Apps: A National Quality Improvement Project	29
Predicting Uptake of the COVID Coach App Among US Military Veterans: Funnel Analysis Using a Probability-Based Panel	28
Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study	28
Digital Mental Health for Schizophrenia and Other Severe Mental Illnesses: An International Consensus on Current Challenges and Potential Solutions	28
An Adjunctive Internet-Based Intervention to Enhance Treatment for Depression in Adults: Randomized Controlled Trial	28
Digital Tools to Facilitate the Detection and Treatment of Bipolar Disorder: Key Developments and Future Directions	28
Effectiveness and Feasibility of Internet-Based Interventions for Grief After Bereavement: Systematic Review and Meta-analysis	28
Clinical Use of Mental Health Digital Therapeutics in a Large Health Care Delivery System: Retrospective Patient Cohort Study and Provider Survey	28
Content and Effectiveness of Web-Based Treatments for Online Behavioral Addictions: Systematic Review	28
Mental Health Professionals’ Technology Usage and Attitudes Toward Digital Health for Psychosis: Comparative Cross-Sectional Survey Study	28
Multimodal Digital Phenotyping Study in Patients With Major Depressive Episodes and Healthy Controls (Mobile Monitoring of Mood): Observational Longitudinal Study	27
Insights Derived From Text-Based Digital Media, in Relation to Mental Health and Suicide Prevention, Using Data Analysis and Machine Learning: Systematic Review	27
Use of an Ingestible, Sensor-Based Digital Adherence System to Strengthen the Therapeutic Relationship in Serious Mental Illness	27
Health Care Professionals' Engagement With Digital Mental Health Interventions in the United Kingdom and China: Mixed Methods Study on Engagement Factors and Design Implications	26

A Serious Game for Young People With First Episode Psychosis (OnTrack>The Game): Qualitative Findings of a Randomized Controlled Trial	26
Digital Health Interventions for Informal Family Caregivers of People With First-Episode Psychosis: Systematic Review on User Experience and Effectiveness	26
Evaluation of an Online System for Routine Outcome Monitoring: Cross-sectional Survey Study	26
Telehealth Services for Substance Use Disorders During the COVID-19 Pandemic: Longitudinal Assessment of Intensive Outpatient Programming and Data Collection Practices	25
Exploring the Characteristics of Online Counseling Chat Services for Youth in Europe: Web Search Study	25
Adverse Effects of Virtual and Augmented Reality Interventions in Psychiatry: Systematic Review	25
The Implementation of Recommender Systems for Mental Health Recovery Narratives: Evaluation of Use and Performance	25
Social Media Use in Adolescents: Bans, Benefits, and Emotion Regulation Behaviors	25
Human-Centered Design Approaches in Digital Mental Health Interventions: Exploratory Mapping Review	24
Use of Digital Health Technologies for Dementia Care: Bibliometric Analysis and Report	24
Coding of Childhood Psychiatric and Neurodevelopmental Disorders in Electronic Health Records of a Large Integrated Health Care System: Validation Study	24
Assessment of Population Well-being With the Mental Health Quotient: Validation Study	24
Data Visualization for Chronic Neurological and Mental Health Condition Self-management: Systematic Review of User Perspectives	24
Digital Cognitive Assessment Tests for Older Adults: Systematic Literature Review	23
Comparing the Perspectives of Generative AI, Mental Health Experts, and the General Public on Schizophrenia Recovery: Case Vignette Study	23
Assessing the Impact of Conversational Artificial Intelligence in the Treatment of Stress and Anxiety in Aging Adults: Randomized Controlled Trial	23
Personalized Virtual Reality Compared With Guided Imagery for Enhancing the Impact of Progressive Muscle Relaxation Training: Pilot Randomized Controlled Trial	23
Teaching Telepsychiatry Skills: Building on the Lessons of the COVID-19 Pandemic to Enhance Mental Health Care in the Future	22
Psychotherapy Access Barriers and Interest in Digital Mental Health Interventions Among Adults With Treatment Needs: Survey Study	22
Acceptability of Web-Based Mental Health Interventions in the Workplace: Systematic Review	22
Impact of the COVID-19 Pandemic on the Global Delivery of Mental Health Services and Telemental Health: Systematic Review	22
Feasibility, Acceptability, and Potential Efficacy of a Self-Guided Internet-Delivered Dialectical Behavior Therapy Intervention for Substance Use Disorders: Randomized Controlled Trial	21
Self-Administered Interventions Based on Natural Language Processing Models for Reducing Depressive and Anxiety Symptoms: Systematic Review and Meta-Analysis	21
Patterns of Skills Review in Smartphone Cognitive Behavioral Therapy for Depression: Observational Study of Intervention Content Use	21
Clinician Perspectives on Using Computational Mental Health Insights From Patients’ Social Media Activities: Design and Qualitative Evaluation of a Prototype	21
Patient Satisfaction With a Coach-Guided, Technology-Based Mental Health Treatment: Qualitative Interview Study and Theme Analysis	21
Effects of Induced Mindfulness at Night on Repetitive Negative Thinking: Ecological Momentary Assessment Study	21
Correction: Digital Phenotyping for Differential Diagnosis of Major Depressive Episode: Narrative Review	20
The Associations Between Gaming Motivation and Internet Gaming Disorder: Systematic Review and Meta-analysis	20
Use of Artificial Intelligence in Adolescents’ Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions	20
Customized Information and Communication Technology for Reducing Social Isolation and Loneliness Among Older Adults: Scoping Review	20
FOCUS mHealth Intervention for Veterans With Serious Mental Illness in an Outpatient Department of Veterans Affairs Setting: Feasibility, Acceptability, and Usability Study	20
Operationalizing Engagement With an Interpretation Bias Smartphone App Intervention: Case Series	20
Predicting Patients' Satisfaction With Mental Health Drug Treatment Using Their Reviews: Unified Interchangeable Model Fusion Approach	19
Ethical Implications of the Use of Language Analysis Technologies for the Diagnosis and Prediction of Psychiatric Disorders	19
Comprehensive Review of Outcome Metrics and Constructs in Studies Addressing Internet Addiction (Preprint)	19
Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis	19
Understanding What Drives Long-term Engagement in Digital Mental Health Interventions: Secondary Causal Analysis of the Relationship Between Social Networking and Therapy Engagement	19
Web-Based Interventions to Help Australian Adults Address Depression, Anxiety, Suicidal Ideation, and General Mental Well-being: Scoping Review	19
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	19
Clinical Targets and Attitudes Toward Implementing Digital Health Tools for Remote Measurement in Treatment for Depression: Focus Groups With Patients and Clinicians	19
Engagement, Acceptability, and Effectiveness of the Self-Care and Coach-Supported Versions of the Vira Digital Behavior Change Platform Among Young Adults at Risk for Depression and Obesity: Pilot Ran	19
Technologies for Supporting Individuals and Caregivers Living With Fetal Alcohol Spectrum Disorder: Scoping Review	18
A Web-Based Intervention Using "Five Ways to Wellbeing" to Promote Well-Being and Mental Health: Randomized Controlled Trial	17
A Virtual Reality–Based Cognitive Defusion Application for Youth Depression and Anxiety: Mixed Methods Experimental Study	17
Smartphone-Based Mindfulness and Mentalization Ecological Momentary Interventions for Common Mental Health Problems: Pilot Randomized Controlled Trial	17
Psychometric Assessment of an Item Bank for Adaptive Testing on Patient-Reported Experience of Care Environment for Severe Mental Illness: Validation Study	17
Language, Speech, and Facial Expression Features for Artificial Intelligence–Based Detection of Cancer Survivors’ Depression: Scoping Meta-Review	17
A Social Support Just-in-Time Adaptive Intervention for Individuals With Depressive Symptoms: Feasibility Study With a Microrandomized Trial Design	17
Generation of Backward-Looking Complex Reflections for a Motivational Interviewing–Based Smoking Cessation Chatbot Using GPT-4: Algorithm Development and Validation	17
Child and Adolescent Virtual Mental Health Care and Duration of Treatment: Retrospective Cohort Study	17
Empathic Conversational Agent Platform Designs and Their Evaluation in the Context of Mental Health: Systematic Review	17
Crowdsourced Community Support Resources Among Patients Discharged From the Emergency Department During the COVID-19 Pandemic: Pilot Feasibility Study	17
Effectiveness of Technology-Based Interventions for School-Age Children With Attention-Deficit/Hyperactivity Disorder: Systematic Review and Meta-Analysis of Randomized Controlled Trials	17
The Cost-Effectiveness of Digitally Supported Mental Well-Being Prevention and Promotion Targeting Nonclinical Adult Populations: Systematic Review	16
Young People’s Experiences Using a Digital Mental Health Tool to Support Their Care in a Real-World Service: Lived Experience–Led Qualitative Study	16
Role of Tailored Timing and Frequency Prompts on the Efficacy of an Internet-Delivered Stress Recovery Intervention for Health Care Workers: Randomized Controlled Trial	16
The Opportunities and Risks of Large Language Models in Mental Health	16
A New Digital Assessment of Mental Health and Well-being in the Workplace: Development and Validation of the Unmind Index	16
The Effectiveness of a Nonguided Mindfulness App on Perceived Stress in a Nonclinical Dutch Population: Randomized Controlled Trial	16
Combining mHealth Technology and Pharmacotherapy to Improve Mental Health Outcomes and Reduce Human Rights Abuses in West Africa: Intervention Field Trial	16
Effectiveness of One Videoconference-Based Exposure and Response Prevention Session at Home in Adjunction to Inpatient Treatment in Persons With Obsessive-Compulsive Disorder: Nonrandomized Study	16
The Digital Therapeutic Alliance With Mental Health Chatbots: Diary Study and Thematic Analysis	16
Health Economic Evaluation of Cognitive Control Training for Depression: Key Considerations	16
Outcomes of Providing Children Aged 7-12 Years With Access to Evidence-Based Anxiety Treatment Via a Standalone Digital Intervention Using Immersive Gaming Technology: Real-World Evaluation	16
Reasons for Acceptance or Rejection of Online Record Access Among Patients Affected by a Severe Mental Illness: Mixed Methods Study	16
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	16
Reintroducing the Effortless Assessment Research System (EARS)	16
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	15
Digital Humans for Depression Assessment and Intervention Support: A Scoping Review (Preprint)	15
The Efficacy of Web-Based Cognitive Behavioral Therapy With a Shame-Specific Intervention for Social Anxiety Disorder: Randomized Controlled Trial	15
Effect of Individual Virtual Reality Cognitive Training Programs on Cognitive Function and Depression in Middle-Aged Women: Randomized Controlled Trial	15
Accelerating Digital Mental Health: The Society of Digital Psychiatry’s Three-Pronged Roadmap for Education, Digital Navigators, and AI. (Preprint)	15
Web-Based Forums for People Experiencing Substance Use or Gambling Disorders: Scoping Review	15
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	15
Evaluation of a Guided Chatbot Intervention for Young People in Jordan: Feasibility Randomized Controlled Trial	15
Building the Infrastructure for Sustainable Digital Mental Health: It Is “Prime Time” for Implementation Science	15
Effectiveness of text messages, and text messages plus peer support, on psychiatric readmission and length of stay: Outcomes from a stepped-wedge cluster randomized trial (Preprint)	15
Development of a Framework for the Implementation of Synchronous Digital Mental Health: Realist Synthesis of Systematic Reviews	15
Correction: Digital Phenotypes for Early Detection of Internet Gaming Disorder in Adolescent Students: Explorative Data-Driven Study	14

Correction: Data Integrity Issues With Web-Based Studies: An Institutional Example of a Widespread Challenge	14
Evaluation of Repeated Web-Based Screening for Predicting Postpartum Depression: Prospective Cohort Study	14
Assessing the Impact of Evidence-Based Mental Health Guidance During the COVID-19 Pandemic: Systematic Review and Qualitative Evaluation	14
Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform	14
Natural Language Processing Methods and Bipolar Disorder: Scoping Review	14
Guided Internet-Delivered Treatment for Depression: Scoping Review	14
Investigating Project Care UK, a Web-Based Self-Help Single-Session Intervention for Youth Mental Health: Program Evaluation	14
The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement	14
Evaluating the Psychometric Properties and Clinical Utility of a Digital Psychosocial Self-Screening Tool (HEARTSMAP-U) for Postsecondary Students: Prospective Cohort Study	13
Emerging Trends of Self-Harm Using Sodium Nitrite in an Online Suicide Community: Observational Study Using Natural Language Processing Analysis	13
Using smartphone-tracked behavioural markers to recognize depression and anxiety symptoms: Digital phenotyping in the Netherlands Study of Depression and Anxiety (Preprint)	13
Understanding Problematic Smartphone and Social Media Use Among Adults in France: Cross-Sectional Survey Study	13
Efficacy of a Brief Blended Cognitive Behavioral Therapy Program for the Treatment of Depression and Anxiety in University Students: Uncontrolled Intervention Study	13
Digital Migration of the Loewenstein Acevedo Scales for Semantic Interference and Learning (LASSI-L): Development and Validation Study in Older Participants	13
Feasibility, Adherence, and Effectiveness of Blended Psychotherapy for Severe Mental Illnesses: Scoping Review	13
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	13
A Social Media Website (Supporting Our Valued Adolescents) to Support Treatment Uptake for Adolescents With Depression or Anxiety: Pilot Randomized Controlled Trial	13
Evaluating Theory-Driven Messaging to Overcome the Barriers to Meditation: Large-Scale Digital Field Experiment	13
Leveraging Mobile Health to Manage Mental Health/Behavioral Health Disorders: Systematic Literature Review	13
Predicting Generalized Anxiety Disorder From Impromptu Speech Transcripts Using Context-Aware Transformer-Based Neural Networks: Model Evaluation Study	13
Evaluating the Effectiveness of InsightApp for Anxiety, Valued Action, and Psychological Resilience: Longitudinal Randomized Controlled Trial	12
User-Centered Development of Bolster, an mHealth Intervention for Early Psychosis Caregivers: Needs Assessment, Prototyping, and Field Trial	12
Patient and Health Care Provider Experiences With Suicide-Related Tele–Mental Health Evaluations in the Emergency Department: Multiphase Qualitative Study	12
Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study	12
Mobile Acceptance and Commitment Therapy in Bipolar Disorder: Microrandomized Trial	12
Exploring Biases of Large Language Models in the Field of Mental Health: Comparative Questionnaire Study of the Effect of Gender and Sexual Orientation in Anorexia Nervosa and Bulimia Nervosa Case Vig	12
Digital and Mobile Health Technology in Collaborative Behavioral Health Care: Scoping Review	12
Social Media Use and Health-Related Quality of Life Among Adolescents: Cross-sectional Study	11
Experiences of Patients With Mental Health Issues Having Web-Based Access to Their Records: National Patient Survey	11
Underpowered results from the SoREAL Pragmatic Randomized Clinical Trial: Group Cognitive Behavioral Therapy with Virtual Reality Exposure Versus In-Vivo Exposure for Social Anxiety Disorder and Agora	11
Digital Mental Health Interventions for Alleviating Depression and Anxiety During Psychotherapy Waiting Lists: Systematic Review	11
When Heart Beats Differently in Depression: Review of Nonlinear Heart Rate Variability Measures	11
Urgency for Digital Technologies to Support Caregivers. Comment on “Telehealth-Based Psychoeducation for Caregivers: The Family Intervention in Recent-Onset Schizophrenia Treatment Study”	11
“Is Attention All We Need?” - A Systematic Literature Review of LLMs in Mental Healthcare (Preprint)	11
The Impact of Long COVID-19 on Mental Health: Observational 6-Month Follow-Up Study	11
Digital Psychotherapies for Adults Experiencing Depressive Symptoms: Systematic Review and Meta-Analysis	11
Physician Perspectives on the Potential Benefits and Risks of Applying Artificial Intelligence in Psychiatric Medicine: Qualitative Study	11
Natural Language Processing for Depression Prediction on Sina Weibo: Method Study and Analysis	11
Momentary Self-regulation: Scale Development and Preliminary Validation	11
Social Robot Interventions in Mental Health Care and Their Outcomes, Barriers, and Facilitators: Scoping Review	11
Telehealth-Based Psychoeducation for Caregivers: The Family Intervention in Recent-Onset Schizophrenia Treatment Study	10
Use of the Maslach Burnout Inventory Among Public Health Care Professionals: Scoping Review	10
A Text Messaging Intervention (StayWell at Home) to Counteract Depression and Anxiety During COVID-19 Social Distancing: Pre-Post Study	10
Balancing Between Privacy and Utility for Affect Recognition Using Multitask Learning in Differential Privacy–Added Federated Learning Settings: Quantitative Study	10
From Social Network to Peer Support Network: Opportunities to Explore Mechanisms of Online Peer Support for Mental Health	10
Behavioral Health Professionals’ Perceptions on Patient-Controlled Granular Information Sharing (Part 2): Focus Group Study	10
The Frequency of Design Studies Targeting People With Psychotic Symptoms and Features in Mental Health Care Innovation: Secondary Analysis of a Systematic Review	10
Ecological Momentary Assessment of Self-Harm Thoughts and Behaviors: Systematic Review of Constructs From the Integrated Motivational-Volitional Model	10
Situating Meditation Apps Within the Ecosystem of Meditation Practice: Population-Based Survey Study	10
Effectiveness of General Practitioner Referral Versus Self-Referral Pathways to Guided Internet-Delivered Cognitive Behavioral Therapy for Depression, Panic Disorder, and Social Anxiety Disorder: Natu	10
The Application of e-Mental Health in Response to COVID-19: Scoping Review and Bibliometric Analysis	10
Brief Digital Interventions to Support the Psychological Well-being of NHS Staff During the COVID-19 Pandemic: 3-Arm Pilot Randomized Controlled Trial	10
A Narrative Review to Identify Promising Approaches for Digital Health Interventions to Support Emotion Regulation for Adolescents With Attention-Deficit/Hyperactivity Disorder	10
Positive Affective Recovery in Daily Life as a Momentary Mechanism Across Subclinical and Clinical Stages of Mental Disorder: Experience Sampling Study	10
In-Person and Teleconsultation Services at a National Hospital in Peru: Time Series Analysis of General and Psychiatric Care Amid the COVID-19 Pandemic	10
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	10
Machine Learning Methods for Predicting Postpartum Depression: Scoping Review	10
Video Games and Gamification for Assessing Mild Cognitive Impairment: Scoping Review	10
Mobile Technologies for Supporting Mental Health in Youths: Scoping Review of Effectiveness, Limitations, and Inclusivity	10
Efficacy of an Electronic Cognitive Behavioral Therapy Program Delivered via the Online Psychotherapy Tool for Depression and Anxiety Related to the COVID-19 Pandemic: Pre-Post Pilot Study	10
Meeting the Unmet Needs of Individuals With Mental Disorders: Scoping Review on Peer-to-Peer Web-Based Interactions	10
Principles of Industry-Academic Partnerships Informed by Digital Mental Health Collaboration: Mixed Methods Study	9
Effectiveness of an App-Based Short Intervention to Improve Sleep: Randomized Controlled Trial	9
Efficacy of a Smartphone App in Enhancing Medication Adherence and Accuracy in Individuals With Schizophrenia During the COVID-19 Pandemic: Randomized Controlled Trial	9
Using the PowerMom Digital Health Platform to Support Prenatal Mental Health and Maternal Health Outcomes: Observational Cohort Study	9
Application of Positive Psychology in Digital Interventions for Children, Adolescents, and Young Adults: Systematic Review and Meta-Analysis of Controlled Trials	9
Examining the Efficacy of Extended Reality–Enhanced Behavioral Activation for Adults With Major Depressive Disorder: Randomized Controlled Trial	9
Self-directed Technology-Based Therapeutic Methods for Adult Patients Receiving Mental Health Services: Systematic Review	9
Digital Phenotypes for Early Detection of Internet Gaming Disorder in Adolescent Students: Explorative Data-Driven Study	9
A Digital Intervention Using Daily Financial Incentives to Increase Medication Adherence in Severe Mental Illness: Single-Arm Longitudinal Pilot Study	9
The Current State and Validity of Digital Assessment Tools for Psychiatry: Systematic Review	9
Peer-Presented Versus Mental Health Service Provider–Presented Mental Health Outreach Programs for University Students: Randomized Controlled Trial	9
Objectively Measured Smartphone Use and Nonsuicidal Self-Injury Among College Students: Cross-Sectional Study	9
Efficacy of an Internet-Delivered Intervention for Improving Insomnia Severity and Functioning in Veterans: Randomized Controlled Trial	9
Characterizing Use of a Multicomponent Digital Intervention to Predict Treatment Outcomes in First-Episode Psychosis: Cluster Analysis	9
Toward Digital Self-Monitoring of Mental Health in the General Population: Scoping Review of Existing Approaches to Self-Report Measurement	8
Responsible Design, Integration, and Use of Generative AI in Mental Health	8
Breaking the Data Value-Privacy Paradox in Mobile Mental Health Systems Through User-Centered Privacy Protection: A Web-Based Survey Study	8
Effectiveness of Online and Remote Interventions for Mental Health in Children, Adolescents, and Young Adults After the Onset of the COVID-19 Pandemic: Systematic Review and Meta-Analysis	8
Determinants of Patient Use of Telemental Health Services: Representative Cross-Sectional Survey From Germany	8
Effects of a Self-Guided Transdiagnostic Smartphone App on Patient Empowerment and Mental Health: Randomized Controlled Trial	8
Understanding public perceptions of virtual reality psychological therapy: development of the attitudes towards virtual reality therapy (AVRT) Scale (Preprint)	8
User Experiences of and Preferences for Self-Guided Digital Interventions for the Treatment of Mild to Moderate Eating Disorders: Systematic Review and Metasynthesis	8
Telehealth Versus Face-to-face Psychotherapy for Less Common Mental Health Conditions: Systematic Review and Meta-analysis of Randomized Controlled Trials	8
Performance of Automatic Speech Analysis in Detecting Depression: Systematic Review and Meta-Analysis	8
An Examination of Generative AI Response to Suicide Inquires: Content Analysis	8
Leveraging Large Language Models and Agent-Based Systems for Scientific Data Analysis: Validation Study	8
The Prevalence and Incidence of Suicidal Thoughts and Behavior in a Smartphone-Delivered Treatment Trial for Body Dysmorphic Disorder: Cohort Study	8
Individualized Virtual Reality for Increasing Self-Compassion: Evaluation Study	8
Examining the Effects of a Brief, Fully Self-Guided Mindfulness Ecological Momentary Intervention on Empathy and Theory-of-Mind for Generalized Anxiety Disorder: Randomized Controlled Trial	8
Testing the Feasibility, Acceptability, and Potential Efficacy of an Innovative Digital Mental Health Care Delivery Model Designed to Increase Access to Care: Open Trial of the Digital Clinic	8
Determinants of Dropout From a Virtual Agent–Based App for Insomnia Management in a Self-Selected Sample of Users With Insomnia Symptoms: Longitudinal Study	8
The Potential Influence of AI on Population Mental Health	8
The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis	7
Association Between Psychosocial Characteristics and eHealth Literacy: Cross-Sectional Study of Hybrid Secondary Prevention in Mental Health	7