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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

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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: communities.springernature.com

Source link checked Jul 28, 2026

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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

Cited source: www.groupdentistrynow.com

Source link checked Jul 28, 2026

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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

Cited source: healthcareitnews.com

Source link checked Jul 28, 2026

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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

Cited source: larksfield.org

Source link checked Jul 28, 2026

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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

Cited source: www.qventus.com

Source link checked Jul 28, 2026

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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

Cited source: journals.lww.com

Source link checked Jul 28, 2026

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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

Cited source: www.ainvest.com

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: www.adamsbrowntech.com

Source link checked Jul 28, 2026

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Undisclosed 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

Cited source: www.ideas2it.com

Source link checked Jul 28, 2026

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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

Cited source: www.epicshare.org

Source link checked Jul 28, 2026

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Leading Indianapolis Health System

LeanTaaS

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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: www.qventus.com

Source link checked Jul 28, 2026

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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

Cited source: www.fiercehealthcare.com

Source link checked Jul 28, 2026

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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

Cited source: www.lyrahealth.com

Source link checked Jul 28, 2026

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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

Cited source: www.onelifeseniorliving.com

Source link checked Jul 28, 2026

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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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: hellopearl.com

Source link checked Jul 28, 2026

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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

Cited source: www.epic.com

Source link checked Jul 28, 2026

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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

Cited source: www.kipuhealth.com

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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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

Cited source: aws.amazon.com

Source link checked Jul 28, 2026

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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

Cited source: leantaas.com

Source link checked Jul 28, 2026

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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

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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Unnamed 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

Cited source: sevaro.com

Source link checked Jul 28, 2026

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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

Cited source: www.searchdirect.ca

Source link checked Jul 28, 2026

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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

Cited source: www.merck.com

Source link checked Jul 28, 2026

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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

Cited source: www.infectioncontroltoday.com

Source link checked Jul 28, 2026

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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

Cited source: works.ai

Source link checked Jul 28, 2026

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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

Cited source: ehr.meditech.com

Source link checked Jul 28, 2026

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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

Cited source: www.news-medical.net

Source link checked Jul 28, 2026

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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

Cited source: www.resonateapp.com

Source link checked Jul 28, 2026

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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

Cited source: www.gov.uk

Source link checked Jul 28, 2026

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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

Cited source: www.allycares.com

Source link checked Jul 28, 2026

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