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
OSF HealthCare
LeanTaaS
OSF HealthCare cuts 87,000+ minutes of unused block time and grows case volume 4.5% with iQueue for Operating Rooms
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 87,000+ minutes Unused Block Time Reduced
- Deployment timeframe:
- Not reported by source
F
Fresh Dental
Vendor not available in record
Fresh Dental achieves 7x ROI and captures 143 appointments in 30-day AI pilot
Patient Engagement & AccessDental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 7x ROI
- Deployment timeframe:
- Not reported by source
Advocate Health
Aidoc
Advocate Health deploys Aidoc AI imaging platform across 22 sites to benefit 63,000 patients annually with faster diagnoses
Medical Imaging & RadiologyHospital & Health System
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 63,000 Patients Benefiting Annually (Projected)
- Deployment timeframe:
- Not reported by source
E
Elmbrook Court (Oakland Care Group)
Vendor not available in record
Elmbrook Court cuts falls 50% and saves 9 care hours per night with Ally AI resident monitoring
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- IoT & Edge AI
- Reported result:
- 50% Fall Reduction
- Deployment timeframe:
- Not reported by source
Corewell Health
Abridge
Corewell Health achieves 48% reduction in after-hours documentation and 53% burnout reduction with Abridge AI
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 48% After-Hours Documentation Reduction
- Deployment timeframe:
- Not reported by source
1
137-Bed Long-Term Acute Care Hospital (Anonymous Study Site)
Vendor not available in record
137-Bed LTACH achieves $3.2M in savings and 25% fall reduction with AvaSure virtual sitting program
Patient Safety & Fall PreventionHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- $3.2M Total Cost Savings
- Deployment timeframe:
- Not reported by source
North Kansas City Hospital and Meritas Health
Notable Health
North Kansas City Hospital and Meritas Health double new patient appointments with AI-powered intelligent scheduling
Patient Engagement & AccessHospital & Health System
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 2x Increase in New Patient Appointments
- Deployment timeframe:
- Not reported by source
B
Bayer
Vendor not available in record
Bayer reduces manual adverse event review burden with AI-powered pharmacovigilance detection on Amazon SageMaker
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 170 milliseconds average Real-Time API Response Time
- Deployment timeframe:
- Not reported by source
W
WellSpan Health
Vendor not available in record
WellSpan Health achieves 97% patient satisfaction improvement with Nuance DAX Copilot ambient clinical documentation
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 88% Patient Satisfaction (Extremely Satisfied)
- Deployment timeframe:
- Not reported by source
R
Rural Hospital in Taiwan
Vendor not available in record
Rural Taiwanese hospital cuts lab turnaround time 22% with AI auto-verification system
Diagnostics & PathologyClinical Laboratory
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 22% Turnaround Time Reduction
- Deployment timeframe:
- Not reported by source
U
UnityPoint Health
Vendor not available in record
UnityPoint Health achieves 15:1 analytics ROI and $100M+ in improvements through multi-year AI and data platform journey
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 15:1 Analytics Benefit-Cost Ratio
- Deployment timeframe:
- Not reported by source
A
Aspen Dental
Vendor not available in record
Aspen Dental improves treatment acceptance 12% with VideaHealth AI clinical platform across 1,100+ practices
Clinical Decision SupportDental & Oral Health
- Technology:
- Computer-Aided Diagnosis
- Reported result:
- 12% Treatment Acceptance Increase
- Deployment timeframe:
- Not reported by source
Adventist Health and Rideout cuts stroke transfer times 44% with Viz.ai AI-powered care coordination
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 44% (202 min → 113 min) DIDO Time Reduction
- Deployment timeframe:
- Not reported by source
North Kansas City Hospital and Meritas Health
Notable Health
North Kansas City Hospital eliminates 80 open roles and cuts check-in time 90% with Notable AI automation
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- 90%+ (4 min → 10 seconds) Check-in Time Reduction
- Deployment timeframe:
- Not reported by source
G
Gloucester Hospitals NHS Foundation Trust
Vendor not available in record
Gloucester Hospitals NHS Trust detects 66% of high-risk long-stay patients using AI risk scoring
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 66% Long-Stay Patient Detection Rate (Highest Risk)
- Deployment timeframe:
- Not reported by source
F
FIDI (Fundação Instituto de Pesquisa e Estudo de Diagnóstico por Imagem)
Vendor not available in record
FIDI deploys Oxipit AI through CARPL for 24/7 chest X-ray decision support in emergency departments
Medical Imaging & RadiologyImaging & Radiology
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 4,500+ Pre-deployment Validation Studies
- Deployment timeframe:
- Not reported by source
M
MUSC Health
Vendor not available in record
MUSC Health reduces after-hours documentation time 20% with DAX Copilot ambient AI
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Natural Language Processing
- Reported result:
- 20% After-Hours Documentation Time Reduction
- Deployment timeframe:
- Not reported by source
M
Mercy
Vendor not available in record
Mercy saves $30.7M in 2023 by slashing travel nurse reliance with AI-powered workforce management
Workforce & Staff SchedulingHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $30.7M Labor Cost Savings (2023)
- Deployment timeframe:
- Not reported by source
H
Hartford HealthCare (St. Vincent's Medical Center)
Vendor not available in record
Hartford HealthCare's St. Vincent's Medical Center boosts OR prime time utilization 7% and releases 124% more block minutes with LeanTaaS iQueue
Surgical & Perioperative CareHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 124% Increase in Manually-Released Minutes
- Deployment timeframe:
- Not reported by source
C
Community Hospital, Eastern Missouri
Vendor not available in record
Eastern Missouri Community Hospital Reduces Patient Transfers by 36% with Teleneurology Coverage
Telemedicine & Remote MonitoringHospital & Health System
- Technology:
- Not available in record
- Reported result:
- 36% Transfer Rate Reduction
- Deployment timeframe:
- Not reported by source
Insilico Medicine
Insilico Medicine
Insilico Medicine discovers IPF drug candidate ISM001-055 in 18 months for $2M using generative AI
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 18 months Time to Phase 1 Readiness
- Deployment timeframe:
- Not reported by source
S
SSM Health
Vendor not available in record
SSM Health Increased Patient Volume by 18% Without Adding Infusion Chairs
Patient Flow & Hospital OperationsHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 18% Patient Volume Increase
- Deployment timeframe:
- Not reported by source
T
The Ohio State University College of Dentistry
Vendor not available in record
Ohio State University College of Dentistry deploys Amazon Q Business POCAA to give students instant chairside access to 9,000+ curriculum artifacts
Clinical Decision SupportDental & Oral Health
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 9,000+ Curriculum Artifacts Indexed
- Deployment timeframe:
- Not reported by source
Gulf Coast Center
Eleos Health
Gulf Coast Center achieves 8x ROI and $942K revenue gains with Eleos AI documentation and compliance
Clinical Documentation & Patient RecordsMental & Behavioral Health
- Technology:
- Natural Language Processing
- Reported result:
- 8x Total ROI
- Deployment timeframe:
- Not reported by source
Kaiser Permanente
Abridge
Kaiser Permanente deploys Abridge ambient AI documentation across 40 hospitals to reduce physician administrative burden
Clinical Documentation & Patient RecordsHospital & Health System
- Technology:
- Natural Language Processing
- Reported result:
- 40 Hospitals Covered
- Deployment timeframe:
- Not reported by source
M
M Health Fairview
Vendor not available in record
M Health Fairview deploys AI algorithm to detect COVID-19 from chest X-rays across 12 hospitals
Medical Imaging & RadiologyHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- 12 Hospitals Deployed
- Deployment timeframe:
- Not reported by source
C
Castell
Vendor not available in record
Castell saves $2.8M annually and closes nearly 2,800 care gaps overnight with AI-automated payer chart review
Medical Coding & Revenue CycleHospital & Health System
- Technology:
- Robotic Process Automation
- Reported result:
- $2.8M Annual Cost Savings
- Deployment timeframe:
- Not reported by source
C
Cleveland Clinic
Vendor not available in record
Cleveland Clinic boosts ICD-10 capture and case mix index with GenAI-powered inpatient coding
Medical Coding & Revenue CycleHospital & Health System
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~50% AI Recommendation Acceptance Rate
- Deployment timeframe:
- Not reported by source
B
Ballantyne Dentistry
Vendor not available in record
Ballantyne Dentistry achieves 10x growth in booked elective consults with CRTX AI Agent Army
Patient Engagement & AccessDental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 10x Growth in Booked Elective Consults
- Deployment timeframe:
- Not reported by source
I
Insilico Medicine
Vendor not available in record
Insilico Medicine's Generative AI Platform Designs TNIK Inhibitor That Achieves Positive Phase 2a Results for IPF in 18-Month Discovery Timeline
Drug Discovery & DevelopmentPharmaceutical & Life Science
- Technology:
- Large Language Models & Generative AI
- Reported result:
- +98.4 mL vs. –62.3 mL FVC Improvement vs. Placebo (60mg dose)
- Deployment timeframe:
- Not reported by source
F
Fellowship Square Mesa
Vendor not available in record
Fellowship Square Mesa reduces falls by 70% with Helpany AI radar-based fall prevention
Patient Safety & Fall PreventionSenior & Home Health
- Technology:
- IoT & Edge AI
- Reported result:
- 70% Fall Reduction
- Deployment timeframe:
- Not reported by source
M
Mayo Clinic
Vendor not available in record
Mayo Clinic AI tools accelerate seizure hot spot detection to shorten drug-resistant epilepsy monitoring
Clinical Decision SupportHospital & Health System
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 5x higher Pediatric Infection Risk vs. Adults (Prolonged Monitoring)
- Deployment timeframe:
- Not reported by source
S
St. Luke's University Health Network
Vendor not available in record
St. Luke's University Health Network reduces missed fractures by 30% with Gleamer BoneView AI across all ER X-ray workflows
Medical Imaging & RadiologyHospital & Health System
- Technology:
- Computer Vision & Medical Imaging
- Reported result:
- Up to 30% Missed Fracture Reduction
- Deployment timeframe:
- Not reported by source
D
Dartmouth Health
Vendor not available in record
Dartmouth's Therabot AI therapy chatbot achieves 51% depression symptom reduction in first-ever generative AI clinical trial
Mental Health & Digital TherapeuticsMental & Behavioral Health
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 51% Depression Symptom Reduction
- Deployment timeframe:
- Not reported by source
A
Austin Regional Clinic
Vendor not available in record
Austin Regional Clinic achieves 78% touchless registrations with Notable AI-powered intelligent intake
Patient Flow & Hospital OperationsAmbulatory & Outpatient
- Technology:
- Robotic Process Automation
- Reported result:
- 78% Touchless Registration Rate
- Deployment timeframe:
- Not reported by source
D
Danville Pediatric Dentistry
Vendor not available in record
Danville Pediatric Dentistry captures 59 new patients in 30 days with AI-powered missed call response
Patient Engagement & AccessDental & Oral Health
- Technology:
- Conversational AI & Virtual Assistants
- Reported result:
- 59 in 30 days New Patients Captured
- Deployment timeframe:
- Not reported by source