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Codeveloping an Online Resource for People Bereaved by Suicide: Mixed Methods User-Centered Study
Codeveloping an Online Resource for People Bereaved by Suicide: Mixed Methods User-Centered Study
Background: Although suicide bereavement is highly distressing and is associated with an increased risk of suicidal behavi...
Natural Language Processing and Social Determinants of Health in Mental Health Research: AI-Assisted Scoping Review
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...
Determinants of Dropout From a Virtual Agent–Based App for Insomnia Management in a Self-Selected Sample of Users With Insomnia Symptoms: Longitudinal Study
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...
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...
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...
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...
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...
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...
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...
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...
The Use of a Digital Well-Being App (Stay Strong App) With Indigenous People in Prison: Randomized Controlled Trial
The Use of a Digital Well-Being App (Stay Strong App) With Indigenous People in Prison: Randomized Controlled Trial
Background: Indigenous Australians in custody experience much greater rates of poor mental health and well-being than thos...
Text Messaging to Extend School-Based Suicide Prevention: Pilot Randomized Controlled Trial
Text Messaging to Extend School-Based Suicide Prevention: Pilot Randomized Controlled Trial
Background: Suicide is the third-leading cause of death among US adolescents aged 10-19 years, and about 10% attempt suici...
Effectiveness of a Novel Web-Based Intervention to Enhance Therapeutic Relationships and Treatment Outcomes in Adult Individual Psychotherapy: Randomized Controlled Trial and Analysis of Predictors of Dropouts
Effectiveness of a Novel Web-Based Intervention to Enhance Therapeutic Relationships and Treatment Outcomes in Adult Individual Psychotherapy: Randomized Controlled Trial and Analysis of Predictors of Dropouts
Background: Routine process and outcome monitoring interventions added to psychotherapy are known to improve treatment out...
Effects of a Digital Therapeutic Adjunct to Eating Disorder Treatment on Health Care Service Utilization and Clinical Outcomes: Retrospective Observational Study Using Electronic Health Records
Effects of a Digital Therapeutic Adjunct to Eating Disorder Treatment on Health Care Service Utilization and Clinical Outcomes: Retrospective Observational Study Using Electronic Health Records
Background: The need for scalable solutions facilitating access to eating disorder (ED) treatment services that are effici...
Avatar Intervention in Virtual Reality for Cannabis Use Disorder in Individuals With Severe Mental Disorders: Results From a 1-Year, Single-Arm Clinical Trial
Avatar Intervention in Virtual Reality for Cannabis Use Disorder in Individuals With Severe Mental Disorders: Results From a 1-Year, Single-Arm Clinical Trial
Background: The dual diagnosis of cannabis use disorder (CUD) and severe mental disorder (SMD) results in clinically compl...
Digital Health Interventions for Informal Family Caregivers of People With First-Episode Psychosis: Systematic Review on User Experience and Effectiveness
Digital Health Interventions for Informal Family Caregivers of People With First-Episode Psychosis: Systematic Review on User Experience and Effectiveness
Background: First-episode psychosis (FEP) imposes a substantial burden not only on the individual affected but also on the...
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 or Prostate Cancer
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 or Prostate Cancer
Background: Cancer patients often face depression and anxiety, and Mindfulness-Based Interventions (MBIs), including inter...
Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study
Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study
Despite the efficacy of digital mental health technologies (DMHTs) in clinical trials, low uptake and poor engagement is c...
Social Media Use in Adolescents: Bans, Benefits, and Emotion Regulation Behaviors
Social Media Use in Adolescents: Bans, Benefits, and Emotion Regulation Behaviors
Social media is an integral part of adolescent’s daily lives, but the significant time adolescents invest in social media ...
Virtual Reality Exposure Therapy for Reducing School Anxiety in Adolescents: Pilot Study
Virtual Reality Exposure Therapy for Reducing School Anxiety in Adolescents: Pilot Study
Background: Virtual reality exposure therapy (VRET) is a promising treatment approach for anxiety disorders. However, whil...
Automated Real-Time Tool for Promoting Crisis Resource Use for Suicide Risk (ResourceBot): Development and Usability Study
Automated Real-Time Tool for Promoting Crisis Resource Use for Suicide Risk (ResourceBot): Development and Usability Study
Background: Real-time monitoring captures information about suicidal thoughts and behaviors (STBs) as they occur and offer...
Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform
Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform
Background: The integration of digital biomarkers and remote patient monitoring offers valuable and timely insights into a...
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
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
Background: Anxiety disorders are among the most common mental health conditions in childhood but most children with anxie...
Empowering Mental Health Monitoring Using a Macro-Micro Personalization Framework for Multimodal-Multitask Learning: Descriptive Study
Empowering Mental Health Monitoring Using a Macro-Micro Personalization Framework for Multimodal-Multitask Learning: Descriptive Study
Background: The field of mental health technology presently has significant gaps that need addressing, particularly in the...
Large Language Models for Mental Health Applications: Systematic Review
Large Language Models for Mental Health Applications: Systematic Review
Background: Large language models (LLMs) are advanced artificial neural networks trained on extensive datasets to accurate...
An Ethical Perspective on the Democratization of Mental Health With Generative AI
An Ethical Perspective on the Democratization of Mental Health With Generative AI
Knowledge has become more open and accessible to a large audience with the "democratization of information" faci...
Use of AI in Mental Health Care: Community and Mental Health Professionals Survey
Use of AI in Mental Health Care: Community and Mental Health Professionals Survey
Background: Artificial intelligence (AI) has been increasingly recognised as a potential solution to address mental health...
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