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Ecological Momentary Assessment of Self-Harm Thoughts and Behaviors: Systematic Review of Constructs From the Integrated Motivational-Volitional Model
Ecological Momentary Assessment of Self-Harm Thoughts and Behaviors: Systematic Review of Constructs From the Integrated Motivational-Volitional Model
Background: The integrated motivational-volitional model (IMV) is one of the leading theoretical models of suicidal though...
Integrating Patient-Generated Digital Data Into Mental Health Therapy: Mixed Methods Analysis of User Experience
Integrating Patient-Generated Digital Data Into Mental Health Therapy: Mixed Methods Analysis of User Experience
Background: Therapists and their patients increasingly discuss digital data from social media, smartphone sensors, and oth...
Implementing Findable, Accessible, Interoperable, Reusable (FAIR) Principles in Child and Adolescent Mental Health Research: Mixed Methods Approach
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...
Early Attrition Prediction for Web-Based Interpretation Bias Modification to Reduce Anxious Thinking: A Machine Learning Study
Early Attrition Prediction for Web-Based Interpretation Bias Modification to Reduce Anxious Thinking: A Machine Learning Study
Background: Digital mental health is a promising paradigm for individualized, patient-driven health care. For example, cog...
Developing a Sleep Algorithm to Support a Digital Medicine System: Noninterventional, Observational Sleep Study
Developing a Sleep Algorithm to Support a Digital Medicine System: Noninterventional, Observational Sleep Study
Background: Sleep-wake patterns are important behavioral biomarkers for patients with serious mental illness (SMI), provid...
Momentary Depression Severity Prediction in Patients With Acute Depression Who Undergo Sleep Deprivation Therapy: Speech-Based Machine Learning Approach
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...
Balancing Between Privacy and Utility for Affect Recognition Using Multitask Learning in Differential Privacy–Added Federated Learning Settings: Quantitative Study
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...
Assessing Health Technology Literacy and Attitudes of Patients in an Urban Outpatient Psychiatry Clinic: Cross-Sectional Survey Study
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...
User Experiences of and Preferences for Self-Guided Digital Interventions for the Treatment of Mild to Moderate Eating Disorders: Systematic Review and Metasynthesis
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...
Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review
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...
Digital Cognitive Assessment Tests for Older Adults: Systematic Literature Review
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...
Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review
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 ...
Predicting Patients' Satisfaction With Mental Health Drug Treatment Using Their Reviews: Unified Interchangeable Model Fusion Approach
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...
The Efficacy and Therapeutic Alliance of Augmented Reality Exposure Therapy in Treating Adults With Phobic Disorders: Systematic Review
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 ...
User-Centered Development of Bolster, an mHealth Intervention for Early Psychosis Caregivers: Needs Assessment, Prototyping, and Field Trial
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....
A Digital Single-Session Intervention (Project Engage) to Address Fear of Negative Evaluation Among College Students: Pilot Randomized Controlled Trial
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...
Efficacy of an Internet-Delivered Intervention for Improving Insomnia Severity and Functioning in Veterans: Randomized Controlled Trial
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 ...
Circadian Reinforcement Therapy in Combination With Electronic Self-Monitoring to Facilitate a Safe Postdischarge Period for Patients With Major Depression: Randomized Controlled Trial
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...
Effectiveness of Technology-Based Interventions for School-Age Children With Attention-Deficit/Hyperactivity Disorder: Systematic Review and Meta-Analysis of Randomized Controlled Trials
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...
The Potential Influence of AI on Population Mental Health
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...
Feasibility, Perceived Impact, and Acceptability of a Socially Assistive Robot to Support Emotion Regulation With Highly Anxious University Students: Mixed Methods Open Trial
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...
Using HIPAA (Health Insurance Portability and Accountability Act)–Compliant Transcription Services for Virtual Psychiatric Interviews: Pilot Comparison Study
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...
Freely Available Training Videos for Suicide Prevention: Scoping Review
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...
Effects of a Self-Guided Transdiagnostic Smartphone App on Patient Empowerment and Mental Health: Randomized Controlled Trial
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...
Participants’ Engagement With and Results From a Web-Based Integrative Population Mental Wellness Program (CHAMindWell) During the COVID-19 Pandemic: Program Evaluation Study
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...
Effect of Individual Virtual Reality Cognitive Training Programs on Cognitive Function and Depression in Middle-Aged Women: Randomized Controlled Trial
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...
Comparing the Acceptability and Quality of Intervention Modalities for Suicidality in the Emergency Department: Randomized Feasibility Trial
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...
The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis
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 ...
Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis
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 ...
Developing a Theoretically Informed Implementation Model for Telemedicine-Delivered Medication for Opioid Use Disorder: Qualitative Study With Key Informants
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...
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