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Effect of Digital Health Interventions on College Students’ Lifestyle Behaviors: Systematic Review
Effect of Digital Health Interventions on College Students’ Lifestyle Behaviors: Systematic Review
Background: College students undergo a critical transition from adolescence to adulthood, during which lifestyle behaviors...
Transformer-Based Topic Modeling: Characterizing Cannabis Product Adverse Experiences Self-Reported as Requiring Medical Attention on Reddit
Transformer-Based Topic Modeling: Characterizing Cannabis Product Adverse Experiences Self-Reported as Requiring Medical Attention on Reddit
This study uses keyword filtering, a transformer-based algorithm, and inductive content coding to identify and characteriz...
Effects of Digital Health Interventions to Promote Safer Sex Behaviors Among Youth: Systematic Review and Bayesian Network Meta-Analysis
Effects of Digital Health Interventions to Promote Safer Sex Behaviors Among Youth: Systematic Review and Bayesian Network Meta-Analysis
Background: Youth aged 15-24 carry a disproportionate HIV/STIs burden. Recent years different modalities of digital health...
The Impact of a Health Coaching App on the Subjective Well-Being of Individuals With Multimorbidity: Mixed Methods Study
The Impact of a Health Coaching App on the Subjective Well-Being of Individuals With Multimorbidity: Mixed Methods Study
Background: Multimorbidity, the coexistence of two or more chronic conditions, is associated with poor wellbeing. Health c...
Digital Phenotyping for Adolescent Mental Health: Feasibility Study Using Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data
Digital Phenotyping for Adolescent Mental Health: Feasibility Study Using Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data
Background: Adolescents are particularly vulnerable to mental health disorders, with over 75% of lifetime cases emerging b...
Communicative Behaviors in an Internet-Based Intervention for Individuals With Autism: Mixed Methods Analysis
Communicative Behaviors in an Internet-Based Intervention for Individuals With Autism: Mixed Methods Analysis
Background: To meet the needs of individuals diagnosed with autism, internet-based interventions have been developed with ...
The Effectiveness of the Headspace App for Improving Sleep: Randomized Controlled Trial
The Effectiveness of the Headspace App for Improving Sleep: Randomized Controlled Trial
Background: Improving sleep is critical for optimizing short-term and long-term health. Although in-person meditation trai...
Key Components and Barriers in Web-Based Suicide Prevention Gatekeeper Training: Systematic Narrative Review
Key Components and Barriers in Web-Based Suicide Prevention Gatekeeper Training: Systematic Narrative Review
Background: Gatekeeper training programs (GTPs) are a key component of contemporary suicide prevention strategies, equippi...
Interactions of Technology and Obsessive-Compulsive Disorder Symptomatology in Adults: Qualitative Interview Study
Interactions of Technology and Obsessive-Compulsive Disorder Symptomatology in Adults: Qualitative Interview Study
Background: Obsessive-Compulsive Disorder (OCD) affects 1–3% of the population and is marked by intrusive obsessions and c...
The Feasibility of Smartwatch Micro–Ecological Momentary Assessment for Tracking Eating Patterns of Malaysian Children and Adolescents in the South-East Asian Community Observatory Child Health Update 2020: Cross-Sectional Study
The Feasibility of Smartwatch Micro–Ecological Momentary Assessment for Tracking Eating Patterns of Malaysian Children and Adolescents in the South-East Asian Community Observatory Child Health Update 2020: Cross-Sectional Study
Background: Mobile phone ecological momentary assessment (EMA) methods are a well-established measure of eating and drinki...
Designing Clinical Decision Support Systems (CDSS)—A User-Centered Lens of the Design Characteristics, Challenges, and Implications: Systematic Review
Designing Clinical Decision Support Systems (CDSS)—A User-Centered Lens of the Design Characteristics, Challenges, and Implications: Systematic Review
Background: Clinical Decision Support Systems (CDSS) have the potential to play a crucial role in enhancing healthcare qua...
Using Social Media to Disseminate Behavior Change Interventions: Scoping Review of Systematic Reviews
Using Social Media to Disseminate Behavior Change Interventions: Scoping Review of Systematic Reviews
Background: Compared with implementation, the conceptual frameworks, strategies, and outcomes of efforts to disseminate be...
Using Natural Language Processing to Explore Patient Perspectives on AI Avatars in Support Materials for Patients With Breast Cancer: Survey Study
Using Natural Language Processing to Explore Patient Perspectives on AI Avatars in Support Materials for Patients With Breast Cancer: Survey Study
Background: Having well-informed patients is crucial to enhancing patient satisfaction, quality of life, and health outcom...
Social Media and Youth Mental Health: Scoping Review of Platform and Policy Recommendations
Social Media and Youth Mental Health: Scoping Review of Platform and Policy Recommendations
Background: High rates of social media use and mental ill-health among young people have drawn significant public, policy,...
Digital Decision Aids to Support Decision-Making in Palliative and End-of-Life Dementia Care: Systematic Review and Meta-Analysis
Digital Decision Aids to Support Decision-Making in Palliative and End-of-Life Dementia Care: Systematic Review and Meta-Analysis
Background: Making a care-related decision is a complex cognitive process. Patient decision aids could provide information...
Spread and Scale-Up of a Region-Wide Telehealth Navigation Service in a Rural Context: Qualitative Process Evaluation
Spread and Scale-Up of a Region-Wide Telehealth Navigation Service in a Rural Context: Qualitative Process Evaluation
Background: Few evaluations of interventions adapted or developed for a rural context have been conducted, and little is k...
AI in Medical Questionnaires: Innovations, Diagnosis, and Implications
AI in Medical Questionnaires: Innovations, Diagnosis, and Implications
This systematic review aimed to explore the current applications, potential benefits, and issues of artificial intelligenc...
Exploring Factors Related to Social Isolation Among Older Adults in the Predementia Stage Using Ecological Momentary Assessments and Actigraphy: Machine Learning Approach
Exploring Factors Related to Social Isolation Among Older Adults in the Predementia Stage Using Ecological Momentary Assessments and Actigraphy: Machine Learning Approach
Background: As the global population ages, the economic burden of dementia continues to rise. Social isolation—which inclu...
Wearable Technologies for Health Promotion and Disease Prevention in Older Adults: Systematic Scoping Review and Evidence Map
Wearable Technologies for Health Promotion and Disease Prevention in Older Adults: Systematic Scoping Review and Evidence Map
Background: The demand for wearable technologies has surged in recent years, demonstrating remarkable potential, especiall...
Exploring Conceptualizations of COVID-19 Risk in Ideologically Distinct Online Communities: A Computational Grounded Theory Analysis
Exploring Conceptualizations of COVID-19 Risk in Ideologically Distinct Online Communities: A Computational Grounded Theory Analysis
Background: The COVID-19 pandemic has had a profound impact on societies and economies around the globe, and experts warn ...
Extended Reality—New Opportunity for People With Disability? Practical and Ethical Considerations
Extended Reality—New Opportunity for People With Disability? Practical and Ethical Considerations
Since the introduction of virtual environments in the 70s, technologies have moved through virtual reality, mixed reality,...
Identifying Functional Status Impairment in People Living With Dementia Through Natural Language Processing of Clinical Documents: Cross-Sectional Study
Identifying Functional Status Impairment in People Living With Dementia Through Natural Language Processing of Clinical Documents: Cross-Sectional Study
Background: Assessment of activities of daily living (ADLs) and instrumental ADLs (iADLs) is key to determining the severi...
Analyzing Reddit Forums Specific to Abortion That Yield Diverse Dialogues Pertaining to Medical Information Seeking and Personal Worldviews: Data Mining and Natural Language Processing Comparative Study
Analyzing Reddit Forums Specific to Abortion That Yield Diverse Dialogues Pertaining to Medical Information Seeking and Personal Worldviews: Data Mining and Natural Language Processing Comparative Study
Background: Attitudes toward abortion have historically been characterized via dichotomized labels, yet research suggests ...
Machine Learning–Based Prediction of Suicidality in Adolescents With Allergic Rhinitis: Derivation and Validation in 2 Independent Nationwide Cohorts
Machine Learning–Based Prediction of Suicidality in Adolescents With Allergic Rhinitis: Derivation and Validation in 2 Independent Nationwide Cohorts
Background: Given the additional risk of suicide-related behaviors in adolescents with allergic rhinitis (AR), it is impor...
Effect of a Mobile Game–Based Intervention to Enhance Child Safety: Randomized Controlled Trial
Effect of a Mobile Game–Based Intervention to Enhance Child Safety: Randomized Controlled Trial
Background: Evidence supports the effectiveness of serious games in health education, but little is known about their effe...
Dietary Intake Assessment Using a Novel, Generic Meal–Based Recall and a 24-Hour Recall: Comparison Study
Dietary Intake Assessment Using a Novel, Generic Meal–Based Recall and a 24-Hour Recall: Comparison Study
Background: Dietary intake assessment is an integral part of addressing suboptimal dietary intakes. Existing food-based me...
Mobile App–Based Lifestyle Coaching Intervention for Patients With Nonalcoholic Fatty Liver Disease: Randomized Controlled Trial
Mobile App–Based Lifestyle Coaching Intervention for Patients With Nonalcoholic Fatty Liver Disease: Randomized Controlled Trial
Background: Lifestyle modification in patients with nonalcoholic fatty liver disease (NAFLD) is key to improving health ou...
Innovative Approaches to Menstruation and Fertility Tracking Using Wearable Reproductive Health Technology: Systematic Review
Innovative Approaches to Menstruation and Fertility Tracking Using Wearable Reproductive Health Technology: Systematic Review
Background: Emerging digital health technology has moved into the reproductive health market for female individuals. In th...
Effectiveness and Feasibility of Telehealth-Based Dietary Interventions Targeting Cardiovascular Disease Risk Factors: Systematic Review and Meta-Analysis
Effectiveness and Feasibility of Telehealth-Based Dietary Interventions Targeting Cardiovascular Disease Risk Factors: Systematic Review and Meta-Analysis
Background: Telehealth-based dietary interventions were recommended for cardiovascular disease (CVD) management during the...
Internet Tool to Support Self-Assessment and Self-Swabbing of Sore Throat: Development and Feasibility Study
Internet Tool to Support Self-Assessment and Self-Swabbing of Sore Throat: Development and Feasibility Study
Background: Sore throat is a common problem and a common reason for the overuse of antibiotics. A web-based tool that help...
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