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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

Medtronic

Vendor not available in record

Medtronic saves $6M and 36,000 agent hours with conversational AI contact center automation

Patient Engagement & AccessMedical Device & MedTech

Technology:: Conversational AI & Virtual Assistants
Reported result:: $6M Cost Saved
Deployment timeframe:: Not reported by source

Cited source: www.teneo.ai

Source link checked Jul 28, 2026

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Cleveland Clinic

Vendor not available in record

Cleveland Clinic study: 71% of type 2 diabetes patients achieve A1C below 6.5% with AI precision treatment while reducing GLP-1 reliance

Telemedicine & Remote MonitoringHospital & Health System

Technology:: Digital Twin & Simulation
Reported result:: 71% Primary Endpoint Achievement (A1C <6.5%)
Deployment timeframe:: Not reported by source

Cited source: usa.twinhealth.com

Source published Aug 20, 2025

Source link checked Jul 28, 2026

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Mankind Pharma

Vendor not available in record

Mankind Pharma cuts stock-outs 75% with AI-driven supply chain optimization

Pharmaceutical & Life Science

Technology:: Machine Learning & Predictive Analytics
Reported result:: 75% Stock-Out Reduction
Deployment timeframe:: Not reported by source

Cited source: www.traxtech.com

Source link checked Jul 28, 2026

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P1 Dental Partners

Vendor not available in record

P1 Dental Partners improves diagnostic consistency and treatment acceptance with VideaAI

Clinical Decision SupportDental & Oral Health

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

Cited source: videa.ai

Source link checked Jul 28, 2026

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Sutter Health

Vendor not available in record

Sutter Health integrates OpenEvidence AI clinical decision support into Epic EHR workflows

Clinical Decision SupportHospital & Health System

Technology:: Natural Language Processing
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: www.healthcareitnews.com

Source link checked Jul 28, 2026

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West Virginia University School of Pharmacy

Vendor not available in record

WVU School of Pharmacy develops AI tool targeting 50% reduction in 30-day patient readmissions through medication reconciliation

Clinical Decision SupportHospital & Health System

Technology:: Natural Language Processing
Reported result:: 50% Readmission Reduction (benchmark for pharmacist-led reconciliation)
Deployment timeframe:: Not reported by source

Cited source: wvutoday.wvu.edu

Source link checked Jul 28, 2026

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Bristol Myers Squibb

Vendor not available in record

Bristol Myers Squibb accelerates protein degradation drug discovery with AI and machine learning

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Machine Learning & Predictive Analytics
Reported result:: ~3% of ~20,000 human protein-coding genes Druggable Proteome Coverage (Current)
Deployment timeframe:: Not reported by source

Cited source: www.bms.com

Source link checked Jul 28, 2026

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University of Hawaiʻi at Mānoa

Vendor not available in record

University of Hawaiʻi at Mānoa applies Random Forest ML to 7.9M treatment records to identify substance use recovery predictors

Clinical Trials & ResearchMental & Behavioral Health

Technology:: Machine Learning & Predictive Analytics
Reported result:: 7.9 million Treatment Records Analyzed
Deployment timeframe:: Not reported by source

Cited source: www.hawaii.edu

Source link checked Jul 28, 2026

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Northwestern Medicine

Vendor not available in record

Northwestern Medicine achieves 112% ROI with DAX Copilot ambient documentation reducing physician documentation time by 24%

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Natural Language Processing
Reported result:: 112% ROI
Deployment timeframe:: Not reported by source

Cited source: voiceautomated.com

Source link checked Jul 28, 2026

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Marshall Health Network

Vendor not available in record

Marshall Health Network launches AI-powered online patient scheduling and registration with Notable

Patient Engagement & AccessHospital & Health System

Technology:: Robotic Process Automation
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: third-news.com

Source link checked Jul 28, 2026

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Northwestern Medicine

Vendor not available in record

Northwestern Medicine deploys PathAI AISight digital pathology platform across 11-hospital system with 95 pathologists

Diagnostics & PathologyHospital & Health System

Technology:: Computer-Aided Diagnosis
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: www.pathai.com

Source link checked Jul 28, 2026

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Johns Hopkins Health System

Vendor not available in record

Johns Hopkins Health System deploys Talkdesk AI to transform contact center operations

Patient Engagement & AccessHospital & Health System

Technology:: Conversational AI & Virtual Assistants
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: dhinsights.org

Source link checked Jul 28, 2026

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CHI Memorial

Viz.ai

CHI Memorial reduces LVO diagnosis time by 44% and projects $36.7M reimbursement benefit with Viz.ai stroke coordination

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 44.13% Door-to-LVO-Diagnosis Time Reduction
Deployment timeframe:: Not reported by source

Cited source: evtoday.com

Source link checked Jul 28, 2026

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Douglas Mental Health University Institute

Vendor not available in record

AID-ME cluster RCT: Aifred Health deep-learning CDSS tested for personalized depression treatment selection across psychiatric sites

Clinical Decision SupportMental & Behavioral Health

Technology:: Machine Learning & Predictive Analytics
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: pubmed.ncbi.nlm.nih.gov

Source link checked Jul 28, 2026

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National University Healthcare System

Vendor not available in record

National University Healthcare System deploys Endeavour AI platform for real-time clinical decision support and disease prediction

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: Up to 1 year in advance Disease Prediction Horizon
Deployment timeframe:: Not reported by source

Cited source: technosapien.substack.com

Source link checked Jul 28, 2026

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Pennsylvania Hospital Group

Vendor not available in record

Pennsylvania Hospital Group achieves 95% prior authorization approval rate with Infinx via Epic PMS integration

Medical Coding & Revenue CycleHospital & Health System

Technology:: Robotic Process Automation
Reported result:: 95% Prior Authorization Success Rate
Deployment timeframe:: Not reported by source

Cited source: www.infinx.com

Source link checked Jul 28, 2026

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Inova Health

Vendor not available in record

Inova Health deploys Notable AI Agents to automate revenue cycle and referral management across 4M+ annual patient visits

Medical Coding & Revenue CycleHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: Up to 80% ADR Staff Time Saved
Deployment timeframe:: Not reported by source

Cited source: qubemark.com

Source link checked Jul 28, 2026

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University Health Network

Vendor not available in record

University Health Network implements digital pathology across 3 primary sites and 29 satellite locations in Ontario

Diagnostics & PathologyClinical Laboratory

Technology:: Computer Vision & Medical Imaging
Reported result:: 89.4% AI Sensitivity for Breast Cancer Metastasis Detection
Deployment timeframe:: Not reported by source

Cited source: onlinelibrary.wiley.com

Source link checked Jul 28, 2026

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Pfizer

Vendor not available in record

Pfizer deploys AI across R&D and commercial operations to cut billions in costs and boost productivity

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: Billions in R&D and admin spending Cost Savings
Deployment timeframe:: Not reported by source

Cited source: www.biospace.com

Source link checked Jul 28, 2026

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Virtua Health

Vendor not available in record

Virtua Health deploys Woebot AI chatbot to bridge behavioral health access gap for primary care patients

Mental Health & Digital TherapeuticsHospital & Health System

Technology:: Conversational AI & Virtual Assistants
Reported result:: 22% within 2 weeks Depression Symptom Reduction
Deployment timeframe:: Not reported by source

Cited source: www.njspotlightnews.org

Source link checked Jul 28, 2026

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Independence Dental

Vendor not available in record

Independence Dental scales AI adoption with structured clinician-first rollout using VideaAI

Medical Imaging & RadiologyDental & Oral Health

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

Cited source: www.videa.ai

Source link checked Jul 28, 2026

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Legacy Healthcare

Vendor not available in record

Legacy Healthcare improves senior fall risk monitoring with Exer AI motion health platform

Patient Safety & Fall PreventionSenior & Home Health

Technology:: Computer Vision & Medical Imaging
Reported result:: 90%+ Weekly Patient Check-in Rate
Deployment timeframe:: Not reported by source

Cited source: www.exer.ai

Source link checked Jul 28, 2026

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Pharmaceutical companies (unnamed, via Accenture)

Vendor not available in record

Pharmaceutical companies cut CTD authoring time 60–65% with Accenture's AWS generative AI solution

Clinical Trials & ResearchPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: 60–65% CTD Authoring Time Reduction
Deployment timeframe:: Not reported by source

Cited source: aws.amazon.com

Source link checked Jul 28, 2026

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P1 Dental Partners

Vendor not available in record

P1 Dental Partners improves diagnostic consistency and treatment planning across practices with VideaAI

Clinical Decision SupportDental & Oral Health

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

Cited source: www.videa.ai

Source link checked Jul 28, 2026

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Undisclosed Top-10 Global Pharma

Vendor not available in record

Top-10 Global Pharma Reduces Regulatory Submission Drafting Time by 75%+ with IBM Multi-Agent AI

Clinical Trials & ResearchPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: Up to 75% Regulatory Submission Turnaround Acceleration
Deployment timeframe:: Not reported by source

Cited source: www.ibm.com

Source link checked Jul 28, 2026

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Ochsner Health

Vendor not available in record

Ochsner Health deploys DeepScribe ambient AI documentation for 4,700 physicians system-wide

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Natural Language Processing
Reported result:: 4,700 Physicians Covered
Deployment timeframe:: Not reported by source

Cited source: news.ochsner.org

Source link checked Jul 28, 2026

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Unnamed Global Pharmaceutical Company

Vendor not available in record

Agentic AI cuts clinical trial protocol development from 6 months at global pharma company

Clinical Trials & ResearchPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: Reduced from up to 6 months Clinical Trial Protocol Timeline
Deployment timeframe:: Not reported by source

Cited source: healthcareasiamagazine.com

Source link checked Jul 28, 2026

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AstraZeneca

Vendor not available in record

AstraZeneca uses BostonGene AI foundation model to predict patient safety and efficacy in early oncology trials

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Machine Learning & Predictive Analytics
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: www.appliedclinicaltrialsonline.com

Source link checked Jul 28, 2026

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Mass General Brigham / Brigham and Women's Hospital

Vendor not available in record

Mass General Brigham cuts chest X-ray reading time 42% with generative AI preliminary reports

Medical Imaging & RadiologyImaging & Radiology

Technology:: Large Language Models & Generative AI
Reported result:: 42% CXR Reading Time Reduction
Deployment timeframe:: Not reported by source

Cited source: www.diagnosticimaging.com

Source link checked Jul 28, 2026

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U.S. Nursing Homes (94-facility research cohort)

Vendor not available in record

AI/ML-Enhanced EHR Improves 89% of Quality Measures in Nursing Homes, Reducing Major Falls by 9%

Patient Safety & Fall PreventionSenior & Home Health

Technology:: Machine Learning & Predictive Analytics
Reported result:: 89% (16 of 18 CMS measures) Quality Measures Improved
Deployment timeframe:: Not reported by source

Cited source: ltcfocus.org

Source link checked Jul 28, 2026

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Riverbend Dental

Vendor not available in record

Riverbend Dental books 44% more new patient exams after deploying Operaitor AI receptionist

Patient Engagement & AccessDental & Oral Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: 44% (92 → 133/month in 45 days) New Patient Exams Growth
Deployment timeframe:: Not reported by source

Cited source: www.operaitor.co

Source link checked Jul 28, 2026

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Leiden University Medical Centre

Vendor not available in record

Leiden University Medical Centre streamlines radiology workflow by automating normal chest X-ray identification with Oxipit AI

Medical Imaging & RadiologyHospital & Health System

Technology:: Computer-Aided Diagnosis
Reported result:: 40–50% Normal Chest X-ray Rate
Deployment timeframe:: Not reported by source

Cited source: oxipit.ai

Source link checked Jul 28, 2026

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MI Smiles Dental Group

Pearl AI

MI Smiles Dental Group improves case acceptance with Pearl AI visual x-ray analysis

Medical Imaging & RadiologyDental & Oral Health

Technology:: Computer-Aided Diagnosis
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: www.drbicuspid.com

Source link checked Jul 28, 2026

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Large Midwest Academic Medical Center (Anonymous)

Vendor not available in record

Midwest academic medical center cuts note-taking time 29% with ambient AI documentation

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Natural Language Processing
Reported result:: 29% Note-Taking Time Reduction
Deployment timeframe:: Not reported by source

Cited source: www.aha.org

Source link checked Jul 28, 2026

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UCLA School of Dentistry

Vendor not available in record

UCLA School of Dentistry pilot shows Second Opinion AI improves inter-instructor agreement in radiographic caries detection

Diagnostics & PathologyDental & Oral Health

Technology:: Computer-Aided Diagnosis
Reported result:: >91% Baseline Diagnostic Performance (All Parameters)
Deployment timeframe:: Not reported by source

Cited source: onlinelibrary.wiley.com

Source link checked Jul 28, 2026

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UCLA Health

Vendor not available in record

UCLA Health nursing AI program reduces clinician burnout and streamlines documentation across inpatient and ambulatory care

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: www.uclahealth.org

Source link checked Jul 28, 2026

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