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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

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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: www.resonateapp.com

Source link checked Jul 28, 2026

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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

Cited source: www.aidoc.com

Source link checked Jul 28, 2026

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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

Cited source: www.allycares.com

Source link checked Jul 28, 2026

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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

Cited source: www.abridge.com

Source link checked Jul 28, 2026

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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

Cited source: avasure.com

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: aws.amazon.com

Source link checked Jul 28, 2026

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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

Cited source: aithority.com

Source link checked Jul 28, 2026

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Rural Hospital in Taiwan (anonymized)

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

Cited source: www.researchsquare.com

Source link checked Jul 28, 2026

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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

Cited source: www.healthcatalyst.com

Source link checked Jul 28, 2026

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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

Cited source: www.dental-tribune.com

Source link checked Jul 28, 2026

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Adventist Health and Rideout

Viz.ai

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

Cited source: neuronewsinternational.com

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: www.understandingpatientdata.org.uk

Source link checked Jul 28, 2026

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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

Cited source: oxipit.ai

Source link checked Jul 28, 2026

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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

Cited source: www.musc.edu

Source link checked Jul 28, 2026

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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

Cited source: healthcareitnews.com

Source link checked Jul 28, 2026

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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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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Unnamed 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

Cited source: sevaro.com

Source link checked Jul 28, 2026

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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

Cited source: www.fiercebiotech.com

Source link checked Jul 28, 2026

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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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: dentistry.osu.edu

Source link checked Jul 28, 2026

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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

Cited source: eleos.health

Source link checked Jul 28, 2026

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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

Cited source: about.kaiserpermanente.org

Source link checked Jul 28, 2026

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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

Cited source: twin-cities.umn.edu

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: akasa.com

Source link checked Jul 28, 2026

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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

Cited source: crtxagent.com

Source link checked Jul 28, 2026

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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

Cited source: insilico.com

Source link checked Jul 28, 2026

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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

Cited source: fellowshipsquare-mesa.org

Source link checked Jul 28, 2026

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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

Cited source: mayomagazine.mayoclinic.org

Source link checked Jul 28, 2026

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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

Cited source: www.buckscountyherald.com

Source link checked Jul 28, 2026

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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

Cited source: home.dartmouth.edu

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: www.resonateapp.com

Source link checked Jul 28, 2026

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