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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

Azienda Zero

Vendor not available in record

Azienda Zero deploys full digital pathology system across 12 Veneto hospitals, projecting $250K+ annual savings per institution

Diagnostics & PathologyHospital & Health System

Technology:: Computer-Aided Diagnosis
Reported result:: $250,000+ per institution per year Projected Cost Savings
Deployment timeframe:: Not reported by source

Cited source: www.aiforia.com

Source link checked Jul 28, 2026

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Johns Hopkins Medicine (five-hospital multi-site study)

Vendor not available in record

Five-Hospital TREWS Deployment Achieves 89% Provider Adoption and 1.85-Hour Earlier Sepsis Treatment

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 1.85 hours Earlier Treatment Time
Deployment timeframe:: Not reported by source

Cited source: www.bayesianhealth.com

Source link checked Jul 28, 2026

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The Lawns Nursing and Residential Care Home

Vendor not available in record

The Lawns care home cuts high-risk falls by 88% with Ally AI acoustic resident monitoring

Patient Safety & Fall PreventionSenior & Home Health

Technology:: IoT & Edge AI
Reported result:: 88% High-Risk Falls Reduction
Deployment timeframe:: Not reported by source

Cited source: www.allycares.com

Source link checked Jul 28, 2026

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Institute of Molecular Pathology and Immunology of the University of Porto (Ipatimup)

Vendor not available in record

Ipatimup pathologists achieve 22% efficiency gains and 39% fewer second-opinion requests with Paige Prostate AI

Diagnostics & PathologyClinical Laboratory

Technology:: Computer-Aided Diagnosis
Reported result:: 21.9% Slide Reading Time Reduction
Deployment timeframe:: Not reported by source

Cited source: www.paige.ai

Source link checked Jul 28, 2026

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Johns Hopkins Medicine

Vendor not available in record

Johns Hopkins TREWS identifies 82% of sepsis cases early, cuts time to antibiotics by 1.85 hours

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 82% Sepsis Detection Rate
Deployment timeframe:: Not reported by source

Cited source: www.mayoclinicplatform.org

Source link checked Jul 28, 2026

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Care New England

Notable Health

Care New England cuts authorization-related write-offs by 55% with Notable AI automation of radiology prior authorizations and NOA

Medical Coding & Revenue CycleHospital & Health System

Technology:: Robotic Process Automation
Reported result:: 55% Authorization Write-off Reduction
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 deploys AKASA AI coding tool enterprise-wide in four months, processing tens of thousands of encounters

Medical Coding & Revenue CycleHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: 4 months (all U.S. locations) Deployment Timeline
Deployment timeframe:: Not reported by source

Cited source: hitconsultant.net

Source link checked Jul 28, 2026

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Southern Illinois Healthcare

Vendor not available in record

Southern Illinois Healthcare cuts labor costs by $500K+ and halves nursing turnover with Works AI shift marketplace

Workforce & Staff SchedulingHospital & Health System

Technology:: Reinforcement Learning & Optimization
Reported result:: $500K+ Annualized Incentive Spend Savings
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 reduces resident falls 90% with AI radar monitoring system Paul

Patient Safety & Fall PreventionSenior & Home Health

Technology:: IoT & Edge AI
Reported result:: 90% Fall Reduction
Deployment timeframe:: Not reported by source

Cited source: www.fellowshipsquareseniorliving.org

Source link checked Jul 28, 2026

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Cleveland Clinic

Vendor not available in record

Cleveland Clinic automates mid-revenue cycle coding with AKASA AI, achieving 80-90% automation rate

Medical Coding & Revenue CycleHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: 80–90% Coding Automation Rate
Deployment timeframe:: Not reported by source

Cited source: health.usnews.com

Source link checked Jul 28, 2026

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Sanofi

Vendor not available in record

Sanofi cuts pharmacovigilance costs 15% (targeting 50%) with AI-powered Project ARTEMIS

Clinical Trials & ResearchPharmaceutical & Life Science

Technology:: Robotic Process Automation
Reported result:: 15% Cost Reduction Achieved
Deployment timeframe:: Not reported by source

Cited source: informaconnect.com

Source link checked Jul 28, 2026

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Dartmouth University Geisel School of Medicine

Vendor not available in record

Dartmouth's Therabot gen AI chatbot reduces depression symptoms by 51% in first randomized controlled 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: www.fiercehealthcare.com

Source link checked Jul 28, 2026

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Johns Hopkins University

Vendor not available in record

Johns Hopkins reduces sepsis mortality by 18.2% with Bayesian Health TREWS AI early warning system

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 18.2% relative reduction Mortality Reduction (Sepsis)
Deployment timeframe:: Not reported by source

Cited source: www.bayesianhealth.com

Source link checked Jul 28, 2026

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Garden Springs Dental

Vendor not available in record

Garden Springs Dental converts 338 missed calls into 19 new patients in 30 days with AI receptionist

Patient Engagement & AccessDental & Oral Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: 19 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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Johns Hopkins Medicine

Vendor not available in record

Johns Hopkins AI System Detects Severe Sepsis Nearly 6 Hours Earlier Than Traditional Methods

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: ~6 hours Earlier Detection (Severe Sepsis)
Deployment timeframe:: Not reported by source

Cited source: www.hopkinsmedicine.org

Source link checked Jul 28, 2026

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University of Helsinki

Vendor not available in record

University of Helsinki quantifies immune cell infiltration in hantavirus kidney biopsies using AI

Diagnostics & PathologyPharmaceutical & Life Science

Technology:: Computer Vision & Medical Imaging
Reported result:: ~500 Training annotations required
Deployment timeframe:: Not reported by source

Cited source: www.aiforia.com

Source link checked Jul 28, 2026

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Atrium Health

Vendor not available in record

Atrium Health DAX Copilot Study Finds 7% Documentation Time Reduction Only for High-Utilization Clinicians

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: 7% Documentation Hours Reduction (High Users)
Deployment timeframe:: Not reported by source

Cited source: www.healthcareitnews.com

Source link checked Jul 28, 2026

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Rogers Behavioral Health

Vendor not available in record

Rogers Behavioral Health increases admit rate 3x with Limbic AI-powered intake screening

Patient Engagement & AccessMental & Behavioral Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: 3x vs. web submissions Admit Rate Increase
Deployment timeframe:: Not reported by source

Cited source: limbic.ai

Source link checked Jul 28, 2026

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Hospital of the University of Pennsylvania

Vendor not available in record

Hospital of the University of Pennsylvania achieves 93.6% sensitivity using DBT AI case score change tracking for breast cancer screening

Medical Imaging & RadiologyImaging & Radiology

Technology:: Computer-Aided Diagnosis
Reported result:: 93.6% Sensitivity (combined score + change threshold)
Deployment timeframe:: Not reported by source

Cited source: pubs.rsna.org

Source link checked Jul 28, 2026

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Castell

Notable Health

Castell cuts daily chart review time from four hours to one hour with AI-powered population health automation

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Robotic Process Automation
Reported result:: 67% Reduction in Chart Time
Deployment timeframe:: Not reported by source

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

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Piedmont Healthcare

Vendor not available in record

Piedmont Healthcare reaches 93rd percentile Net EHR Experience Score through AI-powered in-basket management and clinical workflow optimization

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: 93rd percentile Net EHR Experience Score
Deployment timeframe:: Not reported by source

Cited source: healthsystemcio.com

Source link checked Jul 28, 2026

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Gaudenzia

Vendor not available in record

Gaudenzia cuts therapist session documentation time 68% and boosts evidence-based technique adherence 35% with conversational AI

Clinical Documentation & Patient RecordsMental & Behavioral Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: 35% Evidence-Based Technique Adherence Increase
Deployment timeframe:: Not reported by source

Cited source: www.healthcareitnews.com

Source link checked Jul 28, 2026

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ARA Health Specialists

Vendor not available in record

ARA Health Specialists achieves 20% reduction in radiology reporting time with Rad AI Reporting

Medical Imaging & RadiologyImaging & Radiology

Technology:: Natural Language Processing
Reported result:: 20% Reporting Time Reduction (Median)
Deployment timeframe:: Not reported by source

Cited source: www.radai.com

Source link checked Jul 28, 2026

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Hartford HealthCare

Vendor not available in record

Hartford HealthCare cuts length of stay by 5% with H2O AI discharge prediction platform

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: ~5% Length of Stay Reduction
Deployment timeframe:: Not reported by source

Cited source: completeaitraining.com

Source link checked Jul 28, 2026

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University Hospitals

Aidoc

University Hospitals deploys Aidoc AI platform across 13 hospitals for faster diagnosis of acute conditions

Medical Imaging & RadiologyHospital & Health System

Technology:: Computer Vision & Medical Imaging
Reported result:: 13 Hospitals Covered
Deployment timeframe:: Not reported by source

Cited source: news.uhhospitals.org

Source link checked Jul 28, 2026

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Mayo Clinic

Vendor not available in record

Mayo Clinic Digital Pathology builds AI foundation models on 20M digital slides to accelerate diagnostics

Diagnostics & PathologyHospital & Health System

Technology:: Computer Vision & Medical Imaging
Reported result:: 20 million Digital Slide Images
Deployment timeframe:: Not reported by source

Cited source: newsnetwork.mayoclinic.org

Source link checked Jul 28, 2026

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Southeast Health System

Qventus

Southeast Health System boosts robotic surgical volume 15% YoY with Qventus AI optimization

Surgical & Perioperative CareHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 15% YoY Robotic Procedure Growth
Deployment timeframe:: Not reported by source

Cited source: www.qventus.com

Source link checked Jul 28, 2026

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Leading Global Biopharma Company

Vendor not available in record

Leading Global Biopharma Company cuts vaccine inventory costs by $20M annually with C3 AI demand forecasting

Pharmaceutical & Life Science

Technology:: Machine Learning & Predictive Analytics
Reported result:: $20M Annual Inventory Reduction Potential
Deployment timeframe:: Not reported by source

Cited source: c3.ai

Source link checked Jul 28, 2026

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Pfizer

Vendor not available in record

Pfizer cuts COVID-19 vaccine development from 8-10 years to 269 days using AWS AI and cloud infrastructure

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: 269 days (vs. 8-10 year typical) COVID-19 Vaccine Development Time
Deployment timeframe:: Not reported by source

Cited source: aws.amazon.com

Source link checked Jul 28, 2026

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Dartmouth College

Vendor not available in record

Therabot generative AI chatbot reduces depression and anxiety symptoms in randomized controlled trial

Mental Health & Digital TherapeuticsMental & Behavioral Health

Technology:: Large Language Models & Generative AI
Reported result:: 0.845–0.903 Depression Symptom Reduction (Cohen's d)
Deployment timeframe:: Not reported by source

Cited source: ai.nejm.org

Source link checked Jul 28, 2026

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Northwell Health

Vendor not available in record

Northwell Health's iNav AI halves time-to-biopsy for pancreatic cancer detection

Diagnostics & PathologyHospital & Health System

Technology:: Natural Language Processing
Reported result:: Reduced from 12 days to 6 days (50% faster) Time from Imaging to Biopsy
Deployment timeframe:: Not reported by source

Cited source: feinstein.northwell.edu

Source link checked Jul 28, 2026

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Insilico Medicine

Vendor not available in record

Insilico Medicine's AI-generated drug INS018_055 enters Phase II human clinical trials for idiopathic pulmonary fibrosis

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: ~3 years (2020 discovery to 2023 Phase II) Drug Development Timeline to Phase II
Deployment timeframe:: Not reported by source

Cited source: www.cnbc.com

Source link checked Jul 28, 2026

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Radiology Associates of North Texas (RANT)

Vendor not available in record

Radiology Associates of North Texas achieves 48% radiograph efficiency gain with Rad AI Reporting

Clinical Documentation & Patient RecordsImaging & Radiology

Technology:: Large Language Models & Generative AI
Reported result:: 48% Radiograph Reporting Efficiency Increase
Deployment timeframe:: Not reported by source

Cited source: aijourn.com

Source link checked Jul 28, 2026

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Leiden University Medical Centre

Vendor not available in record

Leiden University Medical Centre autonomously reports 15–20% of chest X-rays with 99.9% sensitivity using Oxipit ChestLink

Medical Imaging & RadiologyHospital & Health System

Technology:: Computer Vision & Medical Imaging
Reported result:: 15–20% Normal Studies Autonomously Reported
Deployment timeframe:: Not reported by source

Cited source: oxipit.ai

Source link checked Jul 28, 2026

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Rose City Family Dental

Vendor not available in record

Rose City Family Dental adds 18 new patients monthly by eliminating missed calls with AI receptionist

Patient Engagement & AccessDental & Oral Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: 18 Additional New Patients Per Month
Deployment timeframe:: Not reported by source

Cited source: skipcalls.com

Source link checked Jul 28, 2026

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Houston Methodist

Vendor not available in record

Houston Methodist launches 24/7 virtual urgent care with 4,500+ visits in first year

Telemedicine & Remote MonitoringHospital & Health System

Technology:: Not available in record
Reported result:: 4,500+ Total Completed Visits (through April 2019)
Deployment timeframe:: Not reported by source

Cited source: www.houstonmethodist.org

Source link checked Jul 28, 2026

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