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
MultiCare Health System
LeanTaaS
MultiCare Health System achieves 16% increase in staffed room utilization and 1,600 incremental cases with AI-powered OR scheduling
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 16% Staffed Room Utilization Increase
- Deployment timeframe:
- Not reported by source
I
Insilico Medicine
Vendor not available in record
Insilico Medicine reaches Phase 2a clinical milestone with generative AI-designed TNIK inhibitor for IPF in under 30 months
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Under 30 months Time to Phase 1 Clinical Success
- Deployment timeframe:
- Not reported by source
M
Mortenson Dental Partners
Vendor not available in record
Mortenson Dental Partners rolls out Overjet IRIS Smart Imaging across all 147 practices serving 1 million patients annually
Medical Imaging & RadiologyDental & Oral Health
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 147 Practices Covered
- Deployment timeframe:
- Not reported by source
J
Johns Hopkins Medicine
Vendor not available in record
Johns Hopkins Medicine reduces clinician documentation burden with ambient AI scribing across outpatient clinics
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
L
Larksfield Place Retirement Communities, Inc.
Vendor not available in record
Larksfield Place reduces falls with injury by 80% using VirtuSense AI ecosystem
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 80% Falls with Injury Reduction
- Deployment timeframe:
- Not reported by source
HonorHealth
Qventus
HonorHealth saves $69M and creates 181 beds of capacity with Qventus AI-powered care operations
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $69M Cost Savings from Reduced Excess Days
- Deployment timeframe:
- Not reported by source
M
Massachusetts General Hospital
Vendor not available in record
Massachusetts General Hospital screens 2,200+ GI surgeries in 4 months with centralized FLEX Score AI risk stratification
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 2,200+ over 4 months GI Surgeries Screened
- Deployment timeframe:
- Not reported by source
A
AstraZeneca
Vendor not available in record
AstraZeneca cuts protocol authoring time 85% with Modella AI multimodal models in oncology R&D
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 85% Protocol Authoring Time Reduction
- Deployment timeframe:
- Not reported by source
G
Good Shepherd Rehabilitation Network
Vendor not available in record
Good Shepherd Rehabilitation Network reduces no-shows by 32% and captures $93K in revenue with Notable AI automation
Patient Flow & Hospital OperationsAmbulatory & Outpatient
- Technology:
- Robotic Process Automation
- Reported result:
- 32% No-Show Reduction
- Deployment timeframe:
- Not reported by source
M
Miami Cancer Institute
Vendor not available in record
Miami Cancer Institute achieves $10.9M ROI (15x cost) by optimizing infusion center scheduling with LeanTaaS iQueue
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $10.9M (~15x cost) ROI Since Go-Live
- Deployment timeframe:
- Not reported by source
H
Heartland Dental
Vendor not available in record
Heartland Dental AI Phone System HIPAA Lawsuit
Dental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- $95 million Potential Lawsuit Damages
- Deployment timeframe:
- Not reported by source
G
Global Pharmaceutical Company
Vendor not available in record
Global pharma company cuts clinical trial matching from weeks to hours with AI-powered enrollment platform
Clinical Trials & ResearchPharmaceutical & Life Science
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- Reduced from 2–4 weeks to under 8 hours Patient-Trial Matching Time
- Deployment timeframe:
- Not reported by source
P
Parkview Health
Vendor not available in record
Parkview Health saves $7.5M and eliminates 2,450 excess hospital days with AI post-acute care predictive model
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $7.5M Annual Cost Savings
- Deployment timeframe:
- Not reported by source
Leading Indianapolis Health System saves $1M/year and cuts patient moves 63% with AI-powered inpatient flow optimization
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 63% Patient Move Reduction
- Deployment timeframe:
- Not reported by source
HonorHealth
Qventus
HonorHealth saves $62M and cuts LOS by 0.65 days with Qventus AI-powered inpatient capacity management
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $62M Cost Savings from Excess Days
- Deployment timeframe:
- Not reported by source
OhioHealth
Qventus
OhioHealth saves $1.7M in months with Qventus AI-powered discharge planning
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- $1.7M Total Cost Savings
- Deployment timeframe:
- Not reported by source
L
Lyra Health
Vendor not available in record
Lyra Health AI provider-matching algorithm cuts mental health care costs 20% while maintaining clinical outcomes
Mental Health & Digital TherapeuticsMental & Behavioral Health
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- ~20% Per-Episode Cost Reduction
- Deployment timeframe:
- Not reported by source
ONELIFE Senior Living
SafelyYou
ONELIFE Senior Living achieves sub-2-minute fall response times across 13 communities with SafelyYou AI
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- Under 2 minutes (vs. 40-minute industry average) Fall Response Time
- Deployment timeframe:
- Not reported by source
L
Leading Indianapolis Health System
Vendor not available in record
Leading Indianapolis Health System reduces ED boarding 45% through LeanTaaS-powered departure lounge optimization
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 45% (20 hrs → 11 hrs) ED Boarding Reduction
- Deployment timeframe:
- Not reported by source
R
Rand Center for Dentistry
Vendor not available in record
Rand Center for Dentistry adds $150K revenue in 30 days with Pearl AI radiographic analysis
Medical Imaging & RadiologyDental & Oral Health
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- $150,000 Additional Revenue (First 30 Days)
- Deployment timeframe:
- Not reported by source
T
The Christ Hospital
Vendor not available in record
The Christ Hospital achieves 69% early-stage lung cancer detection rate with Epic Art incidental finding extraction
Clinical Decision SupportHospital & Health System
- Technology:
- Natural Language Processing
- Reported result:
- 69% (vs. 46% national average) Lung Cancer Early Detection Rate
- Deployment timeframe:
- Not reported by source
B
Banyan Treatment Centers
Vendor not available in record
Banyan Treatment Centers cuts documentation time by 42% with Kipu AI-powered clinical tools
Clinical Documentation & Patient RecordsMental & Behavioral Health
- Technology:
- Natural Language Processing
- Reported result:
- 42% Documentation Time Reduction
- Deployment timeframe:
- Not reported by source
M
Montage Health
Vendor not available in record
Montage Health achieves 200%+ increase in digital patient engagement and saves 537 staff hours in 6 weeks with Notable AI intake
Patient Engagement & AccessHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 537 hours Staff Hours Saved (6 weeks)
- Deployment timeframe:
- Not reported by source
P
Pfizer
Vendor not available in record
Pfizer saves 16,000 scientist hours annually and cuts infrastructure costs 55% with AWS generative AI for drug development
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 16,000 hours Scientist Search Time Saved Annually
- Deployment timeframe:
- Not reported by source
Baptist Health Arkansas
LeanTaaS
Baptist Health Arkansas increases patient transfers by 23% with LeanTaaS AI-powered inpatient flow optimization
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 23% Patient Transfers Increase
- Deployment timeframe:
- Not reported by source
Reid Health
Notable Health
Reid Health reduces no-show rates 8% and creates 1,318 additional visits with Notable AI patient engagement automation
Patient Engagement & AccessHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 8% Decrease in No-Show Rates
- Deployment timeframe:
- Not reported by source
S
Southwestern U.S. Hospital
Vendor not available in record
Southwestern hospital achieves 9% length-of-stay reduction with Sevaro teleneurology services
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Not available in record
- Reported result:
- 9% (0.48 days per patient) Length of Stay Reduction
- Deployment timeframe:
- Not reported by source
J
Johns Hopkins Hospital
Vendor not available in record
Johns Hopkins Hospital reduces sepsis mortality 20-30% with TREWS AI early warning system
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 20-30% Sepsis Mortality Reduction
- Deployment timeframe:
- Not reported by source
M
Merck
Vendor not available in record
Merck cuts clinical study report drafting from 3 weeks to 4 days with LLM-powered authoring platform
Clinical Trials & ResearchPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 180 hours to 80 hours CSR Draft Time Reduction
- Deployment timeframe:
- Not reported by source
T
Tampa General Hospital
Vendor not available in record
Tampa General Hospital cuts OR turnover times 12% and unlocks 832 additional cases annually with ambient AI
Surgical & Perioperative CareHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 12% OR Turnover Time Reduction
- Deployment timeframe:
- Not reported by source
M
Mercy
Vendor not available in record
Mercy reduces nurse turnover 9% and improves fill rate with AI-powered workforce management platform
Workforce & Staff SchedulingHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 9% Nurse Turnover Reduction
- Deployment timeframe:
- Not reported by source
F
Fraser Health
Vendor not available in record
Fraser Health cuts discharge documentation time by 56% with MEDITECH AI-powered Hospital Course Summary
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 7 minutes per patient (56% reduction, 12.5 min → 5.5 min) Discharge Documentation Time Saved
- Deployment timeframe:
- Not reported by source
U
UC San Francisco
Vendor not available in record
UCSF AI matches physicians at ED triage, correctly identifying urgent cases 89% of the time
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 89% Triage Accuracy (AI, full sample)
- Deployment timeframe:
- Not reported by source
F
Family First Dental
Vendor not available in record
Family First Dental captures 175 appointments and $131K in annual revenue with AI-powered patient engagement
Patient Engagement & AccessDental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- $131,904 Annual Revenue Projection (New Patients)
- Deployment timeframe:
- Not reported by source
G
Gloucestershire Hospitals NHS Foundation Trust
Vendor not available in record
Gloucestershire Hospitals NHS Trust detects 66% of long-stay patients with AI risk stratification tool
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 66% Long-Stay Detection Rate (Highest Risk Categories)
- Deployment timeframe:
- Not reported by source
R
Rathmore House (Central and Cecil Housing Trust)
Vendor not available in record
Rathmore House eliminates 100% of high-risk night-time falls with Ally AI monitoring
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- IoT & Edge AI
- Reported result:
- 100% High-Risk Night-Time Falls Reduction
- Deployment timeframe:
- Not reported by source