20-40%
higher burnout with excess EHR time
Clinical Documentation Burden as a Driver of Physician Burnout
Documentation FreedomSystematic Review
2025 · 7 minRead
Research &Evidence
Peer-reviewed research on AI in healthcare. Each summary highlights key conclusions with links to dive deeper into methodology and citations.
70-90%
top-3 diagnostic accuracy
Accuracy of AI Systems in Generating Differential Diagnoses
Clinical SupportSystematic Review
2023 · 8 minRead
Better
completeness with AI + human review
Clinical Documentation Quality: AI-Generated vs Manually Authored Notes
Documentation FreedomSystematic Review
2024 · 8 minRead
4-5 yrs
average diagnostic delay AI can shorten
AI Detection of Rare Diseases from Symptom and Multimodal Patterns
Clinical SupportSystematic Review
2025 · 8 minRead
5-20%
improvement in guideline adherence
AI-Assisted Treatment Protocol Recommendations and Clinical Pathways
Clinical SupportSystematic Review
2023 · 7 minRead
Promising
results in oncology and chronic disease
AI and Personalized Medicine: Stratified and Individualized Treatment in Clinical Practice
Clinical SupportSystematic Review
2025 · 8 minRead
>0.90 AUC
for ML-optimized alert models
AI Solutions to Clinical Alert Fatigue in Decision Support
Clinical SupportSystematic Review
2025 · 8 minRead
0.75-0.95 AUC
for ML adverse event prediction models
AI in Adverse Event Prediction and Prevention
Clinical SupportSystematic Review
2025 · 8 minRead
~97%
accuracy for MSK CPT codes with NLP
AI in Medical Coding Accuracy and Efficiency
Admin AutomationSystematic Review
2025 · 8 minRead
~28%
reduction in missed appointments
Effectiveness of AI-Enhanced Automated Appointment Reminders
Admin AutomationSystematic Review
2025 · 7 minRead
Put This Research Into Practice
Ready to implement AI in your practice? Our calculators and assessment tools help you apply these research findings to your specific situation.