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Case Studies
AI medicine Case Studies: 250+ Real Implementations
Real-world AI implementations in medicine with measurable results. Browse AI for Medical's database of case studies by industry, use case, and technology.
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AI Roadmap
— Two hours charting for every hour with patients. Prior auth eating your back office. Both fixable, in the right order. 12 pages, 72 hours.
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Z
Zen Dentistry
Zen Dentistry achieves 17x ROI in 25 days with Resonate AI after multiple failed AI vendors
17x
ROI
2 locations to 26 locations
Expansion from pilot
Patient Engagement & Access
Dental & Oral Health
N
National Institutes of Health (NIH) / National Library of Medicine
NIH's TrialGPT cuts clinical trial patient screening time by 40% using large language models
40%
Patient Screening Time Reduction
Equivalent (benchmarked on 1,000+ patient-criterion pairs)
Accuracy vs. Human Clinicians
Clinical Trials & Research
Pharmaceutical & Life Science
H
Houston Methodist
Houston Methodist reduces ICU codes by 37% with AI-powered Virtual ICU monitoring
37%
Code Reduction
20+
Algorithms Developed
Telemedicine & Remote Monitoring
Hospital & Health System
Adventist Health Rideout
Adventist Health + Rideout achieves 44% reduction in interfacility stroke transfer times with Viz.ai
44% (202 min → 113 min)
DIDO Time Reduction
84%
CTA-to-Detection Time Reduction
Patient Flow & Hospital Operations
Hospital & Health System
by Viz.ai
N
Northwestern Medicine
Northwestern Medicine adds 11.3 patients per month with DAX Copilot ambient AI documentation
11.3
Additional Patients Per Month
24%
Reduction in Note Time
Clinical Documentation & Patient Records
Hospital & Health System
L
Lowell Community Health Center
Lowell Community Health Center achieves 98% digital completion rate with AI-powered multi-language patient engagement
98%
Digital Completion Rate
96%
Patient Satisfaction Rating
Patient Engagement & Access
Ambulatory & Outpatient
E
Emory Healthcare
Emory Healthcare achieves 81% AI-enhanced medication history coverage with DrFirst Fuzion platform
81% of all available home medications
Medication History Enhancement Rate
92% of patient population
Medication History Coverage (Age 65+)
Clinical Documentation & Patient Records
Hospital & Health System
E
El Camino Hospital
El Camino Hospital reduces ALOS 7.8% and saves $2.2M annually with analytics-driven LOS reduction initiative
7.8% (5.24 → 4.83 days)
ALOS Reduction
$2.2 million
Annual Cost Savings
Patient Flow & Hospital Operations
Hospital & Health System
L
Leiden University Medical Center
LUMC deploys Oxipit CT PE Quality AI for pulmonary embolism detection as second-reader quality assurance
Medical Imaging & Radiology
Imaging & Radiology
U
University Hospital Birmingham
University Hospital Birmingham reduces chest X-ray workload by 10.5% with Oxipit ChestLink autonomous AI in largest UK retrospective trial
10.5% of annual chest X-ray volume
Workload Reduction
23.4% of all normal scans (~15,000 studies)
Normal Studies Auto-Reported
Medical Imaging & Radiology
Imaging & Radiology
J
Johns Hopkins Health System
Johns Hopkins Health System reduces sepsis mortality 18.2% with Bayesian Health adaptive AI across five-hospital prospective study
18.2% relative reduction
Sepsis Mortality Reduction
89%
Provider Adoption Rate
Clinical Decision Support
Hospital & Health System
S
Soothing Dental
Soothing Dental generates $30,877 in production in 30 days with Viva AI Dental Receptionist
$30,877
Total Production in 30 Days
90%+
Patient Satisfaction Score
Patient Engagement & Access
Dental & Oral Health
U
UC Davis Medical Center
UC Davis Medical Center AI ECG model detects STEMI heart attacks with 8% false positive rate vs 42% with standard triage
8% (vs 42% standard triage)
False Positive Rate
553 vs 427 (standard triage)
STEMIs Detected on Initial ECG
Diagnostics & Pathology
Hospital & Health System
MultiCare Health System
MultiCare Health System completes 3,200 more surgical cases in one year with 42% boost in case volume via AI-powered OR optimization
3,200
Additional Surgical Cases (One Year)
42%
Case Volume Increase
Surgical & Perioperative Care
Hospital & Health System
by LeanTaaS
U
University of California San Diego Health
UC San Diego Health reduces sepsis mortality by 17% with COMPOSER deep-learning AI surveillance
17%
Relative Mortality Reduction
1.9%
Absolute Mortality Reduction
Clinical Decision Support
Hospital & Health System
N
New England Pathology Associates
Paige BLN AI cuts pathologist reading time 55% and raises breast cancer lymph node metastasis sensitivity from 81% to 93%
55% (129s → 58s per slide)
Reading Time Reduction
Up to +21.7 pp (72.5% → 94.2%)
Sensitivity Improvement (individual readers)
Diagnostics & Pathology
Clinical Laboratory
Three-Hospital Integrated Health System (unnamed)
AI-Driven ICH Triage Reduces Radiologist Turnaround Time to 12.9 Minutes Across Three-Hospital System
12.9 minutes
Mean TAT for New ICH Cases
2.8 minutes faster
TAT Reduction vs AI-Negative Cases
Medical Imaging & Radiology
Hospital & Health System
by Aidoc
O
Oregon Health & Science University (OHSU)
OHSU achieves 92% automation rate and 70% fewer coding denials with CodaMetrix AI radiology coding
92%
Automation Rate
70%
Coding Denial Reduction
Medical Coding & Revenue Cycle
Hospital & Health System
D
Dental Care Alliance
Dental Care Alliance achieves 10.8x ROI with AI-powered missed call recovery across 15 practices
10.8x
ROI
64%
Appointments Booked by AI
Patient Engagement & Access
Dental & Oral Health
S
Solera Senior Living
Solera Senior Living cuts resident falls 48% and hospitalizations 54% with Inspiren AI at Lumina Las Vegas
48%
Resident Fall Reduction
54%
Hospitalization Reduction
Patient Safety & Fall Prevention
Senior & Home Health
A
Allina Health
Allina Health saves $13.4M by optimizing length of stay with analytics platform
$13.4 million
Cost Savings
26,000+
Inpatient Days Saved
Patient Flow & Hospital Operations
Hospital & Health System
M
Mayo Clinic
Mayo Clinic ECG-AI flags twice as many peripartum cardiomyopathy cases as routine care using portable stethoscope
2x more cases flagged
Detection Rate vs. Routine Care
Diagnostics & Pathology
Hospital & Health System
U
UnityPoint Health
UnityPoint Health reduces healthcare spending by $32.2M with AI-enabled care management
$32.2M
Healthcare Spending Reduction
54.4% relative reduction
Hospital Admission Reduction
Patient Flow & Hospital Operations
Hospital & Health System
N
NYC Health System
NYC Health System boosts monthly charge volume 20% with Commure Charge Note Reconciliation
20% ($7.5M → $9.4M)
Increase in Average Monthly Charge Volume
53% (68% → 32%)
Decrease in Timely Filing Denials
Medical Coding & Revenue Cycle
Hospital & Health System
H
Houston Methodist
Houston Methodist AI mammogram tool analyzes breast cancer risk 30x faster than humans with 99% accuracy
30x faster
Processing Speed vs. Human
99%
Accuracy Rate
Medical Imaging & Radiology
Hospital & Health System
H
Hartford HealthCare
Hartford HealthCare achieves 5% length-of-stay reduction with Epic-integrated H2O AI predictive analytics
~5%
Length of Stay Reduction
~100% of admitted medical patients within 24 hours
Discharge Prediction Coverage
Patient Flow & Hospital Operations
Hospital & Health System
F
Fellowship Square Mesa
Fellowship Square-Mesa reduces monthly falls from 20 to 2 with Helpany AI radar monitoring
20 → 2 (90% reduction over 6 months)
Monthly Falls Reduction
Zero
Overnight Falls (Aug–Dec)
Patient Safety & Fall Prevention
Senior & Home Health
M
Moffitt Cancer Center
Moffitt Cancer Center deploys PathAI AISight Dx for AI-powered digital pathology across cancer care programs
Diagnostics & Pathology
Hospital & Health System
Erlanger
Erlanger adds 220 surgical cases per month with Qventus AI-powered surgical growth platform
220
Additional Surgical Cases Per Month
5x
Annualized ROI
Surgical & Perioperative Care
Hospital & Health System
by Qventus
S
Sunnyvale Care Center
Sunnyvale Care Center achieves 5-star CMS rating in 6 months with MedThread HIM solution
3-star to 5-star in 6 months
CMS Star Rating Improvement
$120,000
Annual Reimbursement Increase
Clinical Documentation & Patient Records
Senior & Home Health
D
Douglas Mental Health University Institute (McGill University) — multicenter trial across 9 sites
AI clinical decision support system achieves 28.6% MDD remission rate vs 0% in active-control group across multicenter randomized trial
28.6% vs 0%
Remission Rate (Active vs Control)
1.26 vs 0.37 (P=.03)
Speed of Symptom Improvement
Clinical Decision Support
Mental & Behavioral Health
W
WellSpan Health
WellSpan Health cuts patient fall rates 52% and sitter hours 92% with Artisight Smart Hospital Platform
52%
Patient Fall Rate Reduction
92%
Reduction in Median 1:1 Sitter Hours
Patient Safety & Fall Prevention
Hospital & Health System
Johns Hopkins Medicine
Johns Hopkins Medicine boosts patient satisfaction 5 points with Abridge AI ambient documentation
~5 percentage points
Patient Satisfaction Score Increase
Clinical Documentation & Patient Records
Hospital & Health System
by Abridge
C
Community Health Network
Community Health Network North Infusion Center Reduces Wait Time Variability by 30% with AI-Powered Nurse Pull Scheduling
30%
Infusion Wait Time Variability Reduction
9% (0.5 more appointments per nurse per day)
Nurse Productivity Increase
Patient Flow & Hospital Operations
Hospital & Health System
I
Indiana University
Indiana University radiologists detect 65% more cancers with iCAD ProFound AI for digital breast tomosynthesis
65% more cancers detected
Cancer Detection Rate Improvement
57% with AI vs. 32% without
Biopsy PPV (PPV3)
Medical Imaging & Radiology
Imaging & Radiology
A
A Shop For Smiles
A Shop For Smiles achieves 75% increase in treatment acceptance with Detect AI radiograph diagnosis
75%
Treatment Acceptance Increase
75%
Detection of New Pathologies Increase
Diagnostics & Pathology
Dental & Oral Health
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AI Roadmap — Two hours charting for every hour with patients. Prior auth eating your back office. Both fixable, in the right order. 12 pages, 72 hours.