Medical AI Case Studies: 250+ Documented Implementations
Documented Medical AI implementations with reported results. Browse AI for Medical's database of case studies by specialty, use case, and technology.
- Last updated
- Maintained by
- Peter KorpakLead Editor
- Methodology
- How evidence is checked
UAB AI triage system for intracranial hemorrhage detection shows no improvement in radiologist accuracy or turnaround times
Medical Imaging & RadiologyImaging & Radiology
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 99.5% Radiologist Accuracy Without AI
- Deployment timeframe:
- Not reported by source
Š
Šeškinės Poliklinika
Vendor not available in record
Šeškinės Poliklinika autonomously reports 80% of occupational health chest X-rays with Oxipit CXR Suite
Medical Imaging & RadiologyAmbulatory & Outpatient
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 80% Autonomous Reporting Rate (Occupational CXRs)
- Deployment timeframe:
- Not reported by source
M
Mayo Clinic
Vendor not available in record
Mayo Clinic deploys Aiforia AI pathology platform across 84 users with 3 clinical tests in production
Diagnostics & PathologyHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 84 Users Trained
- Deployment timeframe:
- Not reported by source
Providence Health System
LeanTaaS
Providence captures 6,000 incremental surgical cases and improves block utilization by 5% with AI-powered OR management
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 6,000 in 10 months Incremental Surgical Cases
- Deployment timeframe:
- Not reported by source
U
UnityPoint Health
Vendor not available in record
UnityPoint Health achieves $100M+ in savings through AI-enabled data analytics and care management
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $100M+ Total Savings & Revenue Enhancements
- Deployment timeframe:
- Not reported by source
P
PruittHealth
Vendor not available in record
PruittHealth reduces rehospitalization rates and improves fall prevention with AI-powered clinical risk insights
Clinical Decision SupportSenior & Home Health
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 9% greater reduction Reduction in Major Falls (CAI-enabled sites)
- Deployment timeframe:
- Not reported by source
Duke Health
Abridge
Duke Health deploys Abridge ambient AI documentation to 5,000 clinicians across 150+ clinics
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 5,000 Clinicians with Access
- Deployment timeframe:
- Not reported by source
9
94 Skilled Nursing Communities (MatrixCare CAI Study)
Vendor not available in record
AI-Enabled EHR Improves 16 of 18 SNF Quality Measures Across 94 Skilled Nursing Communities
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 16 of 18 Quality Measures Improved
- Deployment timeframe:
- Not reported by source
Adventist Health Rideout
Viz.ai
Adventist Health Rideout cuts stroke transfer time by 46% with Viz.ai CT scan AI
Medical Imaging & RadiologyHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- ~46% (202 min → 109 min) Door-in-Door-Out Time Reduction
- Deployment timeframe:
- Not reported by source
M
Merck & Co.
Vendor not available in record
Merck deploys GPTeal enterprise AI platform reaching 50,000+ employees across pharma R&D
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 50,000+ employees (67% of workforce) Active Monthly Users
- Deployment timeframe:
- Not reported by source
U
University Hospital Zurich (USZ)
Vendor not available in record
University Hospital Zurich deploys AI tumor cell content quantification to improve NGS sample selection accuracy in routine molecular pathology
Diagnostics & PathologyClinical Laboratory
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 38% of cases Pathologist TCC overestimation rate (manual baseline)
- Deployment timeframe:
- Not reported by source
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Rural hospital in Louisiana
Vendor not available in record
Rural Louisiana hospital reduces prior authorization denial rate to 0.21% and boosts cash flow $2.28M with Jorie AI RPA
Medical Coding & Revenue CycleHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 0.21% Authorization Denial Rate
- Deployment timeframe:
- Not reported by source
A
Auburn Community Hospital
Vendor not available in record
Auburn Community Hospital generates $1.03M in revenue with AI-assisted medical coding and RPA
Medical Coding & Revenue CycleHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $1.03 million Additional Revenue Captured
- Deployment timeframe:
- Not reported by source
A
Allina Health
Vendor not available in record
Allina Health cuts 30-day readmissions by 10.3% and saves $4.2M annually with predictive risk scoring
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $4.2M Annual Savings
- Deployment timeframe:
- Not reported by source
R
Relay Therapeutics
Vendor not available in record
Relay Therapeutics AI platform drives 81% tumor reduction in breast cancer Phase 3 trial
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 81% of participants Tumor Size Reduction Rate
- Deployment timeframe:
- Not reported by source
O
Oregon Health & Science University Hospital
Vendor not available in record
OHSU reduces coder workload 28% and cuts radiology coding denials 70% with autonomous AI coding
Medical Coding & Revenue CycleHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 70% Coding-Related Denial Reduction (Radiology)
- Deployment timeframe:
- Not reported by source
V
Vista Prairie Communities
Vendor not available in record
Vista Prairie Communities reduces UTI cases and improves proactive senior care with CarePredict AI wearables
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
N
Novartis
Vendor not available in record
Novartis AI platform achieves 3.4x higher recruitment rates and 2.7x more diverse patient enrollment in US clinical trial pilot
Clinical Trials & ResearchPharmaceutical & Life Science
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 3.4x above median Recruitment Rate Improvement (high-performance PIs)
- Deployment timeframe:
- Not reported by source
R
Regional Medical Center (Florida, unnamed)
Vendor not available in record
Florida Regional Medical Center sets 21-minute DTN record and 22% faster stroke treatment with Sevaro telestroke
Telemedicine & Remote MonitoringHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 21 minutes Record Door-to-Needle Time
- Deployment timeframe:
- Not reported by source
H
Heartland Dental
Vendor not available in record
Heartland Dental cuts staff query time from minutes to seconds with Vertex AI chat agent across 1,800+ practices
Patient Flow & Hospital OperationsDental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- ~5 minutes → ~5 seconds Staff Query Response Time
- Deployment timeframe:
- Not reported by source
D
Duke Health
Vendor not available in record
Duke Health algorithm improves OR scheduling accuracy by 13% across 33,000 surgical cases
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 13% Scheduling Accuracy Improvement vs. Human Schedulers
- Deployment timeframe:
- Not reported by source
I
Intermountain Healthcare
Vendor not available in record
Intermountain Healthcare reduces patient check-in time by 25% with automated digital intake
Patient Engagement & AccessHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 25% Decrease in Check-In Time
- Deployment timeframe:
- Not reported by source
Z
Zuckerberg San Francisco General Hospital
Vendor not available in record
Zuckerberg San Francisco General Hospital cuts heart failure readmission rate from 34% to 19% with Epic predictive model and decision support
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 34% → 19% (>13 percentage points) Readmission Rate Reduction
- Deployment timeframe:
- Not reported by source
S
Signature Dental Partners
Vendor not available in record
Signature Dental Partners doubles staff capacity and improves collections with AI-powered RCM
Medical Coding & Revenue CycleDental & Oral Health
- Technology:
- Robotic Process Automation
- Reported result:
- 2x increase (5 → 10–12 practices per staff member) Staff Practice Capacity
- Deployment timeframe:
- Not reported by source
A
Aravind Eye Hospital
Vendor not available in record
Aravind Eye Hospital achieves 79.2% DR diagnostic accuracy with cross-camera AI style adaptation
Medical Imaging & RadiologyImaging & Radiology
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 79.2% DR Diagnostic Accuracy (Portable Camera)
- Deployment timeframe:
- Not reported by source
N
Northern Light Health
Vendor not available in record
Northern Light Health prevents 183 hospitalizations with Oracle Health COVID-19 risk stratification tool
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 183 Preventable Hospitalizations Avoided
- Deployment timeframe:
- Not reported by source
C
Carlton Senior Living
Vendor not available in record
Carlton Senior Living achieves 2500% ROI in first quarter with AI chatbot for prospect engagement
Patient Engagement & AccessSenior & Home Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 2500% ROI (First Quarter)
- Deployment timeframe:
- Not reported by source
A
AstraZeneca
Vendor not available in record
AstraZeneca's MILTON AI Predicts 1,091 Diseases Before Diagnosis Using UK Biobank Genomic Data
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 1,091 Diseases Predicted at High Accuracy (AUC > 0.7)
- Deployment timeframe:
- Not reported by source
Everlight Radiology
Aidoc
Everlight Radiology flags 200 monthly incidental PE cases and cuts read times up to 12% with Aidoc AI for NHS Trusts
Medical Imaging & RadiologyImaging & Radiology
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 200 cases/month Monthly iPE Cases Flagged
- Deployment timeframe:
- Not reported by source
S
Solera Senior Living
Vendor not available in record
Solera Senior Living achieves 4.4x ROI and $72K annualized care revenue with AllieHealth AI documentation platform
Clinical Documentation & Patient RecordsSenior & Home Health
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 4.4x ROI
- Deployment timeframe:
- Not reported by source
B
Bristol Myers Squibb
Vendor not available in record
Bristol Myers Squibb accelerates clinical trial timelines by months with Workbench generative AI platform
Clinical Trials & ResearchPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Under 100 to nearly 900 users in 3 months Platform User Growth
- Deployment timeframe:
- Not reported by source
H
Houston Methodist
Vendor not available in record
Houston Methodist achieves 43% improvement in on-time OR starts with ambient intelligence computer vision
Surgical & Perioperative CareHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 43% On-Time First-Case Start Improvement
- Deployment timeframe:
- Not reported by source
M
Mercy
Vendor not available in record
Mercy saves $70M+ in premium labor spend with AI-powered workforce optimization
Workforce & Staff SchedulingHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $70M+ Premium Labor Spend Saved (3 years)
- Deployment timeframe:
- Not reported by source
F
Fellowship Square Mesa
Vendor not available in record
Fellowship Square Mesa cuts monthly falls 85% — from 20 to 3 — with Helpany AI motion detection
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- IoT & Edge AI
- Reported result:
- 85% (20 → ~3 per month) Monthly Fall Reduction
- Deployment timeframe:
- Not reported by source
1
10 Arizona Senior Living Communities (incl. Fellowship Square Mesa)
Vendor not available in record
10 Arizona Senior Living Communities Reduce Falls by Up to 72% with Helpany AI Monitoring
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- IoT & Edge AI
- Reported result:
- 66% average (up to 72%) Fall Reduction
- Deployment timeframe:
- Not reported by source
Banner Health
Qventus
Banner Health achieves 7x ROI and 2x block release with Qventus AI-powered OR scheduling
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 7x Return on Investment
- Deployment timeframe:
- Not reported by source