Medical AI Case Studies: 250+ Documented Implementations
Documented Medical AI implementations with reported results. Browse AI for Medical's database of case studies by specialty, use case, and technology.
- Last updated
- Maintained by
- Peter KorpakLead Editor
- Methodology
- How evidence is checked
A
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
J
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
T
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
I
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
J
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
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
C
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
S
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
F
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
Read the evidence →Source link checked
Automated evidence gate passed
C
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
S
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
D
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
J
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
G
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
J
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
U
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
A
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
R
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
H
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
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
P
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
G
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
A
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
H
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
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
M
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
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
L
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
P
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
D
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
N
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
I
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
R
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
L
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
R
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
H
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