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
Jackson Health
Qventus
Jackson Health reduces mean excess days by 0.42 days with Qventus AI-powered inpatient capacity automation
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 0.42 days Mean Excess Days Reduction
- Deployment timeframe:
- Not reported by source
I
Insilico Medicine
Vendor not available in record
Insilico Medicine cuts drug discovery timeline to 12-18 months with generative AI platform Chemistry42, advancing ISM3412 cancer drug to Phase 1 trial
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 12–18 months (vs. 2.5–4 years traditional) Discovery Timeline (project initiation to PCC)
- Deployment timeframe:
- Not reported by source
J
Johns Hopkins Medicine
Vendor not available in record
Johns Hopkins hospitals reduce sepsis mortality by 20% with AI early warning system detecting cases 6 hours sooner
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 20% Sepsis Mortality Reduction
- Deployment timeframe:
- Not reported by source
ThedaCare
Notable Health
ThedaCare closes 963 care gaps and saves 350 staff hours in 3 months with Notable AI automation
Patient Engagement & AccessHospital & Health System
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 963 Care Gaps Closed (3 months)
- 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 readmissions 14.3% and retains $7.2M with Epic predictive model
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 14.3% 30-Day Readmission Reduction
- Deployment timeframe:
- Not reported by source
K
Kaiser Permanente
Vendor not available in record
Kaiser Permanente Advanced Alert Monitor prevents 500+ deaths annually with ML-powered deterioration prediction
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 500+ Deaths Prevented Per Year
- Deployment timeframe:
- Not reported by source
B
Bristol Myers Squibb
Vendor not available in record
Bristol Myers Squibb accelerates clinical trials by months with Workbench AI platform
Clinical Trials & ResearchPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Under 100 to nearly 900 users in 3 months User Adoption Growth
- Deployment timeframe:
- Not reported by source
Austin Regional Clinic
Notable Health
Austin Regional Clinic cuts documentation time by 50% with Notable AI-powered intelligent intake
Clinical Documentation & Patient RecordsAmbulatory & Outpatient
- Technology:
- Natural Language Processing
- Reported result:
- 50% Documentation Time Reduction
- Deployment timeframe:
- Not reported by source
M
Mayo Clinic
Vendor not available in record
Mayo Clinic reduces cardiac surgery scheduling error by 43% with Opmed.ai AI case duration predictions
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 60 min → 34 min per case (43% improvement) Prediction Error Reduction (MAE)
- Deployment timeframe:
- Not reported by source
T
Texas DSO (27 clinics)
Vendor not available in record
27-Clinic Texas DSO Recovers $180K+ in Annual Revenue with AI-Powered Bilingual Call Handling
Patient Engagement & AccessDental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- $180K+ Recovered Annual Revenue
- Deployment timeframe:
- Not reported by source
Z
Zuckerberg San Francisco General Hospital
Vendor not available in record
Zuckerberg San Francisco General Hospital retains $7.2M by cutting heart failure readmissions with Epic-integrated predictive AI
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $7.2M over 6 years At-Risk Funding Retained
- Deployment timeframe:
- Not reported by source
T
The Queen's Health System
Vendor not available in record
The Queen's Health System Generates $22M in Savings and $1.9M New Revenue with Data-Driven Patient Flow Optimization
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $22M Cost Savings
- Deployment timeframe:
- Not reported by source
Š
Šeškinės Poliklinika
Vendor not available in record
Šeškinės Poliklinika automates 80% of occupational chest X-ray reporting with Oxipit AI
Medical Imaging & RadiologyImaging & Radiology
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 80% of occupational CXR cases Autonomous Reporting Rate
- Deployment timeframe:
- Not reported by source
I
Intermountain Healthcare
Vendor not available in record
Intermountain Healthcare achieves 77% pre-visit digital completion rate for well-child forms through AI-powered intake automation
Patient Engagement & AccessHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 77% Pre-visit Digital Completion Rate
- Deployment timeframe:
- Not reported by source
S
Solera Senior Living
Vendor not available in record
Solera Senior Living reduces falls 48% and hospitalizations 54% with Inspiren AI monitoring
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- IoT & Edge AI
- Reported result:
- 48% Fall Reduction
- Deployment timeframe:
- Not reported by source
C
Cleveland Clinic
Vendor not available in record
Cleveland Clinic cuts after-hours documentation time 49.6% with rigorous 5-vendor ambient AI evaluation
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Natural Language Processing
- Reported result:
- 49.6% After-Hours Documentation Reduction
- Deployment timeframe:
- Not reported by source
R
Royal Free London NHS Trust
Vendor not available in record
Royal Free London NHS Trust prospective study shows DERM AI matches specialist accuracy in melanoma detection with 95.8% AUROC
Diagnostics & PathologyHospital & Health System
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- Up to 95.8% AUROC Score
- Deployment timeframe:
- Not reported by source
U
University of Kansas Health System
Vendor not available in record
University of Kansas Health System reduces heart failure readmissions by 52% with machine learning predictive analytics
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 52% relative reduction Heart Failure 30-Day Readmission Reduction
- Deployment timeframe:
- Not reported by source
A
Alberta Health Services
Vendor not available in record
Alberta Health Services saves 200 work-years through intelligent automation of administrative processes
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 200 Work-Years Saved
- Deployment timeframe:
- Not reported by source
Reid Health
Notable Health
Reid Health achieves 63% digital conversion rate and 30% geriatric no-show reduction with Notable automated pre-visit registration
Patient Engagement & AccessHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 63% Digital Conversion Rate
- Deployment timeframe:
- Not reported by source
D
Dental Group (4-location practice)
Vendor not available in record
Multi-Location Dental Practice Cuts Patient Check-In Wait Time 82% with Automated Digital Intake
Patient Engagement & AccessDental & Oral Health
- Technology:
- Robotic Process Automation
- Reported result:
- 22 min → 4 min (82% reduction) Patient Wait Time at Check-In
- Deployment timeframe:
- Not reported by source
H
Houston Methodist
Vendor not available in record
Houston Methodist achieves 95.6% accuracy predicting dementia patient hospitalization outcomes with ML model
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 95.6% Prediction Accuracy
- Deployment timeframe:
- Not reported by source
Oregon Health & Science University reduces abandoned OR blocks by 51% with LeanTaaS iQueue
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 51% Reduction in Abandoned Blocks
- Deployment timeframe:
- Not reported by source
Asklepios Group
Aidoc
Asklepios Group deploys Aidoc AI radiology platform across 28 hospitals, analyzing 35,000 images monthly
Medical Imaging & RadiologyHospital & Health System
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 28 Hospitals Deployed
- Deployment timeframe:
- Not reported by source
U
University of Chicago
Vendor not available in record
University of Chicago reduces CT pulmonary embolism report turnaround time by 32% during work hours with Aidoc AI triage
Medical Imaging & RadiologyImaging & Radiology
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 32.2% Turnaround Time Reduction (Work Hours)
- Deployment timeframe:
- Not reported by source
Abridge AI Scribes Reduce Physician Burnout by 74% Across Six U.S. Health Systems
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 74% Reduction in Burnout Odds
- Deployment timeframe:
- Not reported by source
H
Health First
Vendor not available in record
Health First Eliminates 517 Avoidable Days/Month and Reduces Core Floating Staff by 44% with AI-Powered Inpatient Flow
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 517 days Avoidable Days Eliminated Monthly
- Deployment timeframe:
- Not reported by source
D
Deaconess Health System
Vendor not available in record
Deaconess Health System cuts premium labor spend 14% with Works AI-powered dynamic pricing
Workforce & Staff SchedulingHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 14% Premium Spend Reduction
- Deployment timeframe:
- Not reported by source
N
NYU Langone Health
Vendor not available in record
NYU Langone AI tool predicts post-discharge skilled nursing need with 88% accuracy
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 88% Discharge Destination Prediction Accuracy
- Deployment timeframe:
- Not reported by source
S
Senior Living Residences
Vendor not available in record
Senior Living Residences achieves 1,965% ROI with Botco.ai GenAI chatbot for lead generation and patient education
Patient Engagement & AccessSenior & Home Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 1,965% ROI
- Deployment timeframe:
- Not reported by source
H
Hartland House Care Home
Vendor not available in record
Hartland House Care Home cuts falls by 84% with Nobi AI smart lamps
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 84% Fall Reduction
- Deployment timeframe:
- Not reported by source
M
Memorial Sloan Kettering Cancer Center
Vendor not available in record
Memorial Sloan Kettering Cancer Center implements full digital pathology workflow for primary diagnosis and archive access
Diagnostics & PathologyHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- ~90% (up from <25% in 2018) Pathologist Comfort with Digital Sign-Out
- Deployment timeframe:
- Not reported by source
G
Gundersen Health System
Vendor not available in record
Gundersen Health System Boosts OR Prime Time Utilization 8% and Robot Room Utilization 14% with AI Scheduling
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 14% Prime Time Robot Utilization Increase
- Deployment timeframe:
- Not reported by source
Lighthouse Behavioral Wellness Centers
Eleos Health
Lighthouse Behavioral Wellness Centers achieves 93% clinician satisfaction and reduces note completion to 3-4 minutes with Eleos AI
Clinical Documentation & Patient RecordsMental & Behavioral Health
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 3–4 minutes (vs. 12–15 min industry avg) Note Completion Time
- Deployment timeframe:
- Not reported by source
S
Sumitomo Dainippon Pharma
Vendor not available in record
Sumitomo Dainippon Pharma advances AI-designed OCD drug DSP-1181 to clinical trial in 12 months
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 12 months (vs. ~5 years) Discovery to Clinical Trial
- Deployment timeframe:
- Not reported by source
H
Howard County General Hospital (Johns Hopkins Medicine)
Vendor not available in record
Johns Hopkins community hospital reduces length-of-stay by 12+ hours with ML-based discharge prediction integrated into multidisciplinary rounds
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- >12 hours Length-of-Stay Reduction (Medicine Unit)
- Deployment timeframe:
- Not reported by source