Cautions · 01Telemedicine Outcome Uncertainties
1,188 papers19.8% of this theme group
Authors urge careful evaluation of telehealth’s impact on patient outcomes and satisfaction.
Telemedicine (762) · Telehealth (476) · Telerehabilitation (118) · Health care (319)
The Role of Telemedicine in Improving Healthcare Outcome: A Review
Assessing the Efficiency and Patient Satisfaction of Telemedicine in Managing Chronic Health Conditions
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Cautions · 02Health Informatics Deployment Risks
1,185 papers19.8% of this theme group
Papers caution about technical, ethical, and equity challenges when scaling e‑health solutions.
Health informatics (239) · Health administration (157) · Nursing research (113) · Medical device (92)
Challenges of using e-health technologies to support clinical care in rural Africa: a longitudinal mixed methods study exploring primary hea
Development and analysis of quality assessment tools for different types of patient information – websites, decision aids, question prompt l
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Cautions · 03Pharmacogenomics Translation Hurdles
921 papers15.3% of this theme group
Studies highlight regulatory and predictive limitations in applying genetic biomarkers to drug development.
Drug discovery (202) · Drug (160) · Pharmacogenomics (109) · Pharmacogenetics (64)
Biomarkers: Opportunities and Challenges for Drug Development in the Current Regulatory Landscape
Can We Predict Clinical Pharmacokinetics of Highly Lipophilic Compounds by Integration of Machine Learning or In Vitro Data into Physiologic
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Cautions · 04Digital Mental‑Health Intervention Limits
884 papers14.7% of this theme group
Research stresses variable efficacy, adoption, and user experience issues in digital psychological therapies.
Digital health (480) · Psychological intervention (265) · Mental health (159) · Health care (262)
Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review
Digital Health Interventions for Promoting Healthy Aging: A Systematic Review of Adoption Patterns, Efficacy, and User Experience
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Cautions · 05COVID‑19 Telehealth Adoption Concerns
670 papers11.2% of this theme group
Analyses reveal clinician resistance and workflow disruptions during pandemic‑driven telemedicine expansion.
Pandemic (431) · Coronavirus disease 2019 (360) · Telemedicine (348) · 2019-20 coronavirus outbreak (77)
Community Mental Health Clinicians’ Perspectives on Telehealth During the COVID-19 Pandemic: Mixed Methods Study
Exploring Ophthalmologists’ Adoption of Telemedicine during the COVID-19 Pandemic: A Mixed Methods Study
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Cautions · 06Precision Medicine Adoption Barriers
621 papers10.3% of this theme group
Works discuss limited awareness, infrastructure, and evidence hindering personalized oncology uptake.
Precision medicine (249) · Personalized medicine (164) · Cancer (103) · Oncology (57)
Awareness, Understanding, and Adoption of Precision Medicine to Deliver Personalized Treatment for Patients With Cancer: A Multinational Sur
Role of Proteins in Oncology: Advances in Cancer Diagnosis, Prognosis, and Targeted Therapy—A Narrative Review
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Cautions · 07AI Integration Ethical Questions
531 papers8.8% of this theme group
Authors flag ethical, bias, and accountability challenges when embedding AI into precision health.
Applications of artificial intelligence (102) · Transformative learning (77) · Health care (188) · Precision medicine (102)
Artificial intelligence in healthcare: revolutionizing precision medicine, predictive analytics, and ethical considerations in autonomous di
Artificial Intelligence in Medicine: Transforming Diagnosis, Treatment, and Healthcare Delivery
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