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SCI Abstract
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Implementing Findable, Accessible, Interoperable, Reusable (FAIR) Principles in Child and Adolescent Mental Health Research: Mixed Methods Approach
Background: The FAIR (Findable, Accessible, Interoperable, Reusable) data principles are a guideline to improve the reusab...
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Early Attrition Prediction for Web-Based Interpretation Bias Modification to Reduce Anxious Thinking: A Machine Learning Study
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Developing a Sleep Algorithm to Support a Digital Medicine System: Noninterventional, Observational Sleep Study
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Momentary Depression Severity Prediction in Patients With Acute Depression Who Undergo Sleep Deprivation Therapy: Speech-Based Machine Learning Approach
Background: Mobile devices for remote monitoring are inevitable tools to support treatment and patient care, especially in...
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Balancing Between Privacy and Utility for Affect Recognition Using Multitask Learning in Differential Privacy–Added Federated Learning Settings: Quantitative Study
Background: The rise of wearable sensors marks a significant development in the era of affective computing. Their populari...
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Assessing Health Technology Literacy and Attitudes of Patients in an Urban Outpatient Psychiatry Clinic: Cross-Sectional Survey Study
Background: Digital health technologies are increasingly being integrated into mental health care. However, the adoption o...
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User Experiences of and Preferences for Self-Guided Digital Interventions for the Treatment of Mild to Moderate Eating Disorders: Systematic Review and Metasynthesis
Background: Digital interventions typically involve using smartphones or PCs to access online or downloadable self-help an...
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Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review
Background: Digital wearable devices, worn on or close to the body, have potential for passively detecting mental and phys...
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Determinants of Dropout From a Virtual Agent–Based App for Insomnia Management in a Self-Selected Sample of Users With Insomnia Symptoms: Longitudinal Study
Background: Fully-automated digital interventions delivered via smartphone apps have proven efficacious for a wide variety...
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Natural Language Processing and Social Determinants of Health in Mental Health Research: AI-Assisted Scoping Review
Background: The use of natural language processing (NLP) in mental health research is increasing, with a wide range of app...
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Digital Cognitive Assessment Tests for Older Adults: Systematic Literature Review
Background: The global health pandemic has affected the increasing older adult population, especially those with mental il...
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Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review
Background: The use of mental health apps (MHAs) is increasing rapidly. However, little is known about the use of MHAs by ...
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Predicting Patients' Satisfaction With Mental Health Drug Treatment Using Their Reviews: Unified Interchangeable Model Fusion Approach
Background: After the COVID-19 pandemic, the conflict between limited mental health care resources and the rapidly growing...
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The Efficacy and Therapeutic Alliance of Augmented Reality Exposure Therapy in Treating Adults With Phobic Disorders: Systematic Review
Background: Phobic disorders are characterized by excessive fear of a stimulus that can affect the quality of a patient’s ...
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User-Centered Development of Bolster, an mHealth Intervention for Early Psychosis Caregivers: Needs Assessment, Prototyping, and Field Trial
Background: Caregivers play a critical role in the treatment and recovery of youth and young adults at risk for psychosis....
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A Digital Single-Session Intervention (Project Engage) to Address Fear of Negative Evaluation Among College Students: Pilot Randomized Controlled Trial
Background: Increasingly, college science courses are transitioning from a traditional lecture format to active learning b...
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Efficacy of an Internet-Delivered Intervention for Improving Insomnia Severity and Functioning in Veterans: Randomized Controlled Trial
Background: Despite a growing evidence base that internet-delivered cognitive behavioral therapy for insomnia (iCBT-I) is ...
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Circadian Reinforcement Therapy in Combination With Electronic Self-Monitoring to Facilitate a Safe Postdischarge Period for Patients With Major Depression: Randomized Controlled Trial
Background: Patients with major depression exhibit circadian disturbance of sleep and mood, and when they are discharged f...
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Effectiveness of Technology-Based Interventions for School-Age Children With Attention-Deficit/Hyperactivity Disorder: Systematic Review and Meta-Analysis of Randomized Controlled Trials
Background: Attention-deficit/hyperactivity disorder (ADHD) is relatively common among school-age children. Technology-bas...
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The Potential Influence of AI on Population Mental Health
The integration of artificial intelligence (AI) into everyday life has galvanized a global conversation on the possibiliti...
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Feasibility, Perceived Impact, and Acceptability of a Socially Assistive Robot to Support Emotion Regulation With Highly Anxious University Students: Mixed Methods Open Trial
Background: Mental health difficulties among university students have been rising rapidly over the last decade, and the de...
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Using HIPAA (Health Insurance Portability and Accountability Act)–Compliant Transcription Services for Virtual Psychiatric Interviews: Pilot Comparison Study
Background: Automatic speech recognition (ASR) technology is increasingly being used for transcription in clinical context...
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Freely Available Training Videos for Suicide Prevention: Scoping Review
Background: Freely available and asynchronous implementation supports can reduce the resource burden of evidence-based pra...
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Effects of a Self-Guided Transdiagnostic Smartphone App on Patient Empowerment and Mental Health: Randomized Controlled Trial
Background: Mental disorders impact both individuals and health systems. Symptoms and syndromes often remain undetected an...
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Participants’ Engagement With and Results From a Web-Based Integrative Population Mental Wellness Program (CHAMindWell) During the COVID-19 Pandemic: Program Evaluation Study
Background: The COVID-19 pandemic involved a prolonged period of collective trauma and stress during which substantial inc...
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Effect of Individual Virtual Reality Cognitive Training Programs on Cognitive Function and Depression in Middle-Aged Women: Randomized Controlled Trial
Background: Given the increasing incidence of early-onset Alzheimer disease, strategies for early diagnosis and swift trea...
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Comparing the Acceptability and Quality of Intervention Modalities for Suicidality in the Emergency Department: Randomized Feasibility Trial
Background: Emergency departments (EDs) manage many patients with suicide risk, but effective interventions for suicidalit...
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The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis
Background: Recent years have highlighted an increasing need to promote mental well-being in the general population. This ...
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Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis
Background: Anhedonia and depressed mood are considered the cardinal symptoms of major depressive disorder. These are the ...
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Developing a Theoretically Informed Implementation Model for Telemedicine-Delivered Medication for Opioid Use Disorder: Qualitative Study With Key Informants
Background: Telemedicine-delivered medication for opioid use disorder (TMOUD) has become more prevalent during the COVID-1...
Jmir Mental Health
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