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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...
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...
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...
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...
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...
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...
Insights Derived From Text-Based Digital Media, in Relation to Mental Health and Suicide Prevention, Using Data Analysis and Machine Learning: Systematic Review
Insights Derived From Text-Based Digital Media, in Relation to Mental Health and Suicide Prevention, Using Data Analysis and Machine Learning: Systematic Review
Background: Text-based digital media platforms have revolutionized communication and information sharing, providing valuab...
The Efficacy of Web-Based Cognitive Behavioral Therapy With a Shame-Specific Intervention for Social Anxiety Disorder: Randomized Controlled Trial
The Efficacy of Web-Based Cognitive Behavioral Therapy With a Shame-Specific Intervention for Social Anxiety Disorder: Randomized Controlled Trial
Background: Social Anxiety Disorder (SAD) is one of the most prevalent psychological disorders, and is generally co-occurr...
The Role of Humanization and Robustness of Large Language Models in Conversational Artificial Intelligence for Individuals With Depression: A Critical Analysis
The Role of Humanization and Robustness of Large Language Models in Conversational Artificial Intelligence for Individuals With Depression: A Critical Analysis
Large language model (LLM)-powered services are gaining popularity in various applications due to their exceptional perfor...
News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis
News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis
Background: Suicide is a leading cause of death worldwide. Journalistic reporting guidelines were created to curb the impa...
Media Use and Its Associations With Paranoia in Schizophrenia and Bipolar Disorder: Ecological Momentary Assessment
Media Use and Its Associations With Paranoia in Schizophrenia and Bipolar Disorder: Ecological Momentary Assessment
Background: Paranoia is a spectrum of fear-related experiences that spans diagnostic categories and is influenced by socia...
Bayesian Networks for Prescreening in Depression: Algorithm Development and Validation
Bayesian Networks for Prescreening in Depression: Algorithm Development and Validation
Background: Identifying individuals with depressive symptomatology (DS) promptly and effectively is of paramount importanc...
In-Person and Teleconsultation Services at a National Hospital in Peru: Time Series Analysis of General and Psychiatric Care Amid the COVID-19 Pandemic
In-Person and Teleconsultation Services at a National Hospital in Peru: Time Series Analysis of General and Psychiatric Care Amid the COVID-19 Pandemic
Background: The COVID-19 pandemic led to a global reduction in health care accessibility for both infected and noninfected...
Impacts of Telehealth Adoption on the Quality of Care for Individuals With Serious Mental Illness: Retrospective Observational Analysis of Veterans Affairs Administrative Data
Impacts of Telehealth Adoption on the Quality of Care for Individuals With Serious Mental Illness: Retrospective Observational Analysis of Veterans Affairs Administrative Data
Background: Telehealth implementation can be challenging for persons with serious mental illness (SMI), which may impact t...
Technologies for Supporting Individuals and Caregivers Living With Fetal Alcohol Spectrum Disorder: Scoping Review
Technologies for Supporting Individuals and Caregivers Living With Fetal Alcohol Spectrum Disorder: Scoping Review
Background: Fetal alcohol spectrum disorder (FASD) is a common developmental disability that requires lifelong and ongoing...
Reliability and Validity of Ecological Momentary Assessment Response Time–Based Measures of Emotional Clarity: Secondary Data Analysis
Reliability and Validity of Ecological Momentary Assessment Response Time–Based Measures of Emotional Clarity: Secondary Data Analysis
Background: Emotional clarity has often been assessed with self-report measures, but efforts have also been made to measur...
Capacity of Generative AI to Interpret Human Emotions From Visual and Textual Data: Pilot Evaluation Study
Capacity of Generative AI to Interpret Human Emotions From Visual and Textual Data: Pilot Evaluation Study
Background: Mentalization, which is integral to human cognitive processes, pertains to the interpretation of one’s own and...
Effectiveness and User Experience of Virtual Reality for Social Anxiety Disorder: Systematic Review
Effectiveness and User Experience of Virtual Reality for Social Anxiety Disorder: Systematic Review
Background: Social anxiety disorder (SAD) is a debilitating psychiatric disorder that affects occupational and social func...
Incorporating a Stepped Care Approach Into Internet-Based Cognitive Behavioral Therapy for Depression: Randomized Controlled Trial
Incorporating a Stepped Care Approach Into Internet-Based Cognitive Behavioral Therapy for Depression: Randomized Controlled Trial
Background: Depression is a hidden burden, yet it is a leading cause of disability worldwide. Despite the adverse effects ...
HealthySMS Text Messaging System Adjunct to Adolescent Group Cognitive Behavioral Therapy in the Context of COVID-19 (Let’s Text!): Pilot Feasibility and Acceptability Study
HealthySMS Text Messaging System Adjunct to Adolescent Group Cognitive Behavioral Therapy in the Context of COVID-19 (Let’s Text!): Pilot Feasibility and Acceptability Study
Background: The widespread occurrence and devastating impact of adolescent depression warrant health service research focu...
Action Opportunities to Pursue Responsible Digital Care for People With Intellectual Disabilities: Qualitative Study
Action Opportunities to Pursue Responsible Digital Care for People With Intellectual Disabilities: Qualitative Study
Background: Responsible digital care refers to any intentional systematic effort designed to increase the likelihood of a ...
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
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
Background: Therapist-guided exposure and response prevention (ERP) for the treatment of obsessive-compulsive disorder (OC...
Comparing the Perspectives of Generative AI, Mental Health Experts, and the General Public on Schizophrenia Recovery: Case Vignette Study
Comparing the Perspectives of Generative AI, Mental Health Experts, and the General Public on Schizophrenia Recovery: Case Vignette Study
Background: Background: The current paradigm in mental healthcare focuses on clinical recovery and symptom remission. This...
Efficacy of BrighterSide, a Self-Guided App for Suicidal Ideation: Randomized Controlled Trial
Efficacy of BrighterSide, a Self-Guided App for Suicidal Ideation: Randomized Controlled Trial
Background: Self-guided digital interventions can reduce the severity of suicidal ideation, although there remain relative...
The Effect of Explicit Suicide Language in Engagement With a Suicide Prevention Search Page Help-Seeking Prompt: Nonrandomized Trial
The Effect of Explicit Suicide Language in Engagement With a Suicide Prevention Search Page Help-Seeking Prompt: Nonrandomized Trial
Background: Given that signage, messaging, and advertisements (ads) are the gateway to many interventions in suicide preve...
The Urgent Need for an Evidence-Based Digital Mental Health Practice Model of Care for Youth
The Urgent Need for an Evidence-Based Digital Mental Health Practice Model of Care for Youth
Australian providers of mental health services and support for young people include private and public allied health provi...
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 ...
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