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Medical AI Case Studies: 250+ Real Implementations

Real-world Medical AI implementations with measurable results. Browse AI for Medical's database of case studies by specialty, use case, and technology.

Based on 277 documented implementationsCorpus published through Jul 28, 2026Source links checked through Jul 28, 2026

Maintained by Peter Korpak, Founder & Chief AnalystHow evidence is checked

University of Alabama at Birmingham

Aidoc

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

Cited source: radiologybusiness.com

Source link checked Jul 28, 2026

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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

Cited source: oxipit.ai

Source link checked Jul 28, 2026

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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

Cited source: www.aiforia.com

Source link checked Jul 28, 2026

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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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: healthcatalystinc.gcs-web.com

Source link checked Jul 28, 2026

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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:: 59% greater reduction Reduction in Residents with Depressive Symptoms (CAI-enabled sites)
Deployment timeframe:: Not reported by source

Cited source: healthcareitnews.com

Source link checked Jul 28, 2026

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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

Cited source: corporate.dukehealth.org

Source link checked Jul 28, 2026

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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

Cited source: skillednursingnews.com

Source link checked Jul 28, 2026

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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

Cited source: health.ucdavis.edu

Source link checked Jul 28, 2026

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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

Cited source: intuitionlabs.ai

Source link checked Jul 28, 2026

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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

Cited source: www.pathai.com

Source link checked Jul 28, 2026

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Rural hospital in Louisiana (unnamed)

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

Cited source: www.jorie.ai

Source link checked Jul 28, 2026

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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

Cited source: azebratech.com

Source link checked Jul 28, 2026

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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

Cited source: sranalytics.io

Source link checked Jul 28, 2026

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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

Cited source: cen.acs.org

Source link checked Jul 28, 2026

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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

Cited source: www.healthcareitnews.com

Source link checked Jul 28, 2026

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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

Cited source: vistaprairie.org

Source link checked Jul 28, 2026

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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

Cited source: www.clinicaltrialvanguard.com

Source link checked Jul 28, 2026

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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

Cited source: sevaro.com

Source link checked Jul 28, 2026

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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

Cited source: cloud.google.com

Source link checked Jul 28, 2026

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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

Cited source: corporate.dukehealth.org

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: www.hcinnovationgroup.com

Source link checked Jul 28, 2026

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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

Cited source: www.getweave.com

Source link checked Jul 28, 2026

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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

Cited source: bmjophth.bmj.com

Source link checked Jul 28, 2026

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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

Cited source: www.oracle.com

Source link checked Jul 28, 2026

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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

Cited source: botco.ai

Source link checked Jul 28, 2026

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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

Cited source: www.sandeepanand.in

Source link checked Jul 28, 2026

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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

Cited source: www.aidoc.com

Source link checked Jul 28, 2026

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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

Cited source: seniorhousingnews.com

Source link checked Jul 28, 2026

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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

Cited source: www.accenture.com

Source link checked Jul 28, 2026

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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

Cited source: www.houstonmethodist.org

Source link checked Jul 28, 2026

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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

Cited source: works.ai

Source link checked Jul 28, 2026

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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

Cited source: www.axios.com

Source link checked Jul 28, 2026

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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

Cited source: helpany.com

Source link checked Jul 28, 2026

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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

Cited source: www.qventus.com

Source link checked Jul 28, 2026

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