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Predicting Generalized Anxiety Disorder From Impromptu Speech Transcripts Using Context-Aware Transformer-Based Neural Networks: Model Evaluation Study
Predicting Generalized Anxiety Disorder From Impromptu Speech Transcripts Using Context-Aware Transformer-Based Neural Networks: Model Evaluation Study
Background: The ability to automatically detect anxiety disorders from speech could be useful as a screening tool for an a...
Effectiveness of an App-Based Short Intervention to Improve Sleep: Randomized Controlled Trial
Effectiveness of an App-Based Short Intervention to Improve Sleep: Randomized Controlled Trial
Background: A growing body of evidence for digital interventions to improve sleep shows promising effects. The interventio...
Understanding the Adoption and Use of Digital Mental Health Apps Among College Students: Secondary Analysis of a National Survey
Understanding the Adoption and Use of Digital Mental Health Apps Among College Students: Secondary Analysis of a National Survey
Background: Increasing rates of mental health diagnoses in college students signal the need for new opportunities to suppo...
Virtual Partnership Addressing Mental Health Crises: Mixed Methods Study of a Coresponder Program in Rural Law Enforcement
Virtual Partnership Addressing Mental Health Crises: Mixed Methods Study of a Coresponder Program in Rural Law Enforcement
Background: A mental health crisis can create challenges for individuals, families, and communities. This multifaceted iss...
Effectiveness of Digital Mental Health Tools to Reduce Depressive and Anxiety Symptoms in Low- and Middle-Income Countries: Systematic Review and Meta-analysis
Effectiveness of Digital Mental Health Tools to Reduce Depressive and Anxiety Symptoms in Low- and Middle-Income Countries: Systematic Review and Meta-analysis
Background: Depression and anxiety contribute to an estimated 74.6 million years of life with disability, and 80% of this ...
Capturing the Dynamics of the Social Environment Through Experience Sampling Methods, Passive Sensing, and Egocentric Networks: Scoping Review
Capturing the Dynamics of the Social Environment Through Experience Sampling Methods, Passive Sensing, and Egocentric Networks: Scoping Review
Background: Social interactions are important for well-being, and therefore, researchers are increasingly attempting to ca...
The Efficacy of Be a Mom, a Web-Based Intervention to Prevent Postpartum Depression: Examining Mechanisms of Change in a Randomized Controlled Trial
The Efficacy of Be a Mom, a Web-Based Intervention to Prevent Postpartum Depression: Examining Mechanisms of Change in a Randomized Controlled Trial
Background: Postpartum depression (PPD) is treatable and preventable, but most women do not seek professional help for the...
Digital Practices by Citizens During the COVID-19 Pandemic: Findings From an International Multisite Study
Digital Practices by Citizens During the COVID-19 Pandemic: Findings From an International Multisite Study
Background: The COVID-19 pandemic brought digital practices and engagement to the forefront of society, which were based o...
Trends in Language Use During the COVID-19 Pandemic and Relationship Between Language Use and Mental Health: Text Analysis Based on Free Responses From a Longitudinal Study
Trends in Language Use During the COVID-19 Pandemic and Relationship Between Language Use and Mental Health: Text Analysis Based on Free Responses From a Longitudinal Study
Background: The COVID-19 pandemic and its associated restrictions have been a major stressor that has exacerbated mental h...
From Social Network to Peer Support Network: Opportunities to Explore Mechanisms of Online Peer Support for Mental Health
From Social Network to Peer Support Network: Opportunities to Explore Mechanisms of Online Peer Support for Mental Health
An increasing number of psychological interventions are shifting to online modes of delivery. One such intervention is pee...
Effects of Social Media Use on Connectivity and Emotions During Pandemic-Induced School Closures: Qualitative Interview Study Among Adolescents
Effects of Social Media Use on Connectivity and Emotions During Pandemic-Induced School Closures: Qualitative Interview Study Among Adolescents
Background: The COVID-19 pandemic provided a unique opportunity to examine social media and technology use during a time i...
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 Registry
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 Registry
Background: To contextualize the benefits of an intervention, it is important that adverse events (AEs) are reported. This...
A Digital Single-Session Intervention Platform for Youth Mental Health: Cultural Adaptation, Evaluation, and Dissemination
A Digital Single-Session Intervention Platform for Youth Mental Health: Cultural Adaptation, Evaluation, and Dissemination
Background: Despite the proliferation of evidence-based digital mental health programs for young people, their low uptake ...
Evaluation of an App-Delivered Psychological Flexibility Skill Training Intervention for Medical Student Burnout and Well-being: Randomized Controlled Trial
Evaluation of an App-Delivered Psychological Flexibility Skill Training Intervention for Medical Student Burnout and Well-being: Randomized Controlled Trial
Background: Physician burnout is a common problem, with onset frequently occurring during undergraduate education. Early i...
Methodological and Quality Flaws in the Use of Artificial Intelligence in Mental Health Research: Systematic Review
Methodological and Quality Flaws in the Use of Artificial Intelligence in Mental Health Research: Systematic Review
Background: Artificial intelligence (AI) is giving rise to a revolution in medicine and health care. Mental health conditi...
The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review
The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review
Background: With anxiety a growing issue and barriers to accessing support services, there is a need for innovative soluti...
Investigating How People Who Self-harm Evaluate Web-Based Lived Experience Stories: Focus Group Study
Investigating How People Who Self-harm Evaluate Web-Based Lived Experience Stories: Focus Group Study
Background: The positive and negative effects of interacting with web-based content on mental health, and especially self-...
Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data
Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data
Background: In the United States, 1 out of every 3 people lives in a mental health professional shortage area. Shortage ar...
The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement
The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement
Background: Remote measurement technologies (RMTs) such as smartphones and wearables can help improve treatment for depres...
Digital Phenotyping for Differential Diagnosis of Major Depressive Episode: Narrative Review
Digital Phenotyping for Differential Diagnosis of Major Depressive Episode: Narrative Review
Background: Major depressive episode (MDE) is a common clinical syndrome. It can be found in different pathologies such as...
When Heart Beats Differently in Depression: Review of Nonlinear Heart Rate Variability Measures
When Heart Beats Differently in Depression: Review of Nonlinear Heart Rate Variability Measures
Background: Disturbed heart dynamics in depression seriously increases mortality risk. Heart rate variability (HRV) is a r...
Training Staff Across the Veterans Affairs Health Care System to Use Mobile Mental Health Apps: A National Quality Improvement Project
Training Staff Across the Veterans Affairs Health Care System to Use Mobile Mental Health Apps: A National Quality Improvement Project
Background: The National Center for PTSD, within the Department of Veterans Affairs (VA), has developed a suite of free, p...
Digital Health Technology to Support Health Care Professionals and Family Caregivers Caring for Patients With Cognitive Impairment: Scoping Review
Digital Health Technology to Support Health Care Professionals and Family Caregivers Caring for Patients With Cognitive Impairment: Scoping Review
Background: Digital health technology is a promising way of supporting health care providers and family caregivers as they...
Young People’s Trust in Cocreated Web-Based Resources to Promote Mental Health Literacy: Focus Group Study
Young People’s Trust in Cocreated Web-Based Resources to Promote Mental Health Literacy: Focus Group Study
Background: There is a pressing need to create resources to promote mental health literacy among young people. Digital med...
Efficacy of Virtual Care for Depressive Disorders: Systematic Review and Meta-analysis
Efficacy of Virtual Care for Depressive Disorders: Systematic Review and Meta-analysis
Background: The COVID-19 pandemic has created an epidemic of distress-related mental disorders such as depression, while s...
Real Life Experiences as Head of Science
Real Life Experiences as Head of Science
As the field of digital health grows and evolves, there is a critical need for evidence and theory-based interventions in ...
Patient and Therapist Expectations for a Blended Cognitive Behavioral Therapy Program for Depression: Qualitative Exploratory Study
Patient and Therapist Expectations for a Blended Cognitive Behavioral Therapy Program for Depression: Qualitative Exploratory Study
Background: Blended cognitive behavioral therapy (bCBT)—the combination of digital elements and face-to-face psychotherapy...
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study
Background: Previous research has shown the feasibility of using machine learning models trained on social media data from...
Leveraging Mobile Health to Manage Mental Health/Behavioral Health Disorders: Systematic Literature Review
Leveraging Mobile Health to Manage Mental Health/Behavioral Health Disorders: Systematic Literature Review
Background: Mental health is a complex condition, highly related to emotion. The COVID-19 pandemic caused a significant sp...
The Effectiveness of Internet-Guided Self-help Interventions to Promote Physical Activity Among Individuals With Depression: Systematic Review
The Effectiveness of Internet-Guided Self-help Interventions to Promote Physical Activity Among Individuals With Depression: Systematic Review
Background: Depression is a prevalent and debilitating mental disorder and a leading cause of disability worldwide. Physic...
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