Cautions · 01Telemedicine Outcome Uncertainty
1,188 papers19.8% of this theme group
Calls for careful assessment of effectiveness and patient satisfaction in remote care models.
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
View research history
Cautions · 02eHealth Adoption Barriers
1,185 papers19.8% of this theme group
Warns of technical, infrastructural, and quality‑assessment challenges in low‑resource settings.
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
View research history
Cautions · 03Pharmacogenomics Risks
921 papers15.3% of this theme group
Highlights regulatory and predictive limitations of biomarkers and AI in drug metabolism studies.
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
View research history
Cautions · 04Digital Mental‑Health Interventions
884 papers14.7% of this theme group
Notes concerns about efficacy, user experience, and ethical use of digital psychological tools.
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
View research history
Cautions · 05COVID‑19 Telehealth Adoption
670 papers11.2% of this theme group
Points to mixed clinician perspectives and sustainability issues for pandemic‑driven remote services.
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
View research history
Cautions · 06Precision Medicine Uptake
621 papers10.3% of this theme group
Raises doubts about awareness, equity, and practical integration of personalized oncology approaches.
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
View research history
Cautions · 07AI in Clinical Decision‑Making
531 papers8.8% of this theme group
Emphasizes ethical, transparency, and validation challenges when applying AI to 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
View research history