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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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B
Bristol Myers Squibb
Bristol Myers Squibb's 'predict-first' AI approach validates 100% of small molecule programs before lab synthesis
100% (up from 5% in 2021)
Small Molecule Programs Using AI Pre-Synthesis
~50%
Large Molecule Experiments with AI Applied
Drug Discovery & Development
Pharmaceutical & Life Science
D
Dartmouth Center for Technology and Behavioral Health (CTBH)
Therabot Gen-AI Chatbot Achieves Significant Symptom Reduction Across MDD, GAD, and Eating Disorders in Randomized Trial
95%
Participant Engagement Rate
260 messages
Average Messages Sent per Participant
Mental Health & Digital Therapeutics
Mental & Behavioral Health
U
Unnamed Health System (AmeriPro Health Hospital Partner)
AmeriPro Health AI cuts 1 full day off hospital length of stay and projects 4,700 additional admissions annually
1 full day
Length of Stay Reduction
4,700
Projected Additional Admissions Per Year (Network)
Patient Flow & Hospital Operations
Hospital & Health System
G
Glencroft Center for Modern Aging
Glencroft's Sarah's Place achieves zero nighttime falls and 22% more resident care time with AI radar platform
0 (zero falls over 3 months)
Nighttime Falls
22%
Resident Care Time Increase
Patient Safety & Fall Prevention
Senior & Home Health
K
Kare Mobile
Kare Mobile reduces missed calls by 80% with Arini AI receptionist
80%
Missed Call Reduction
$56,000
New Patient Revenue Booked (First 30 Days)
Patient Engagement & Access
Dental & Oral Health
U
UnityPoint Health
UnityPoint Health generates $31M average annual shared savings over 10 years with population health analytics
$31M over 10 years
Average Annual Shared Savings
40%
Relative Reduction in ED Visits
Patient Flow & Hospital Operations
Hospital & Health System
R
Radboudumc
Radboudumc and Jeroen Bosch Hospital validate AI system capable of reducing radiologist chest X-ray workload by 15%
0.918
AUC for Normal CXR Detection
15%
Potential Workload Reduction
Medical Imaging & Radiology
Imaging & Radiology
U
UnityPoint Health
UnityPoint Health saves $41M and 5,000 nursing hours annually with real-time LOS predictive model
$41M over 1.5 years
Cost Reduction
5,000 hours annually
Nursing Labor Saved
Patient Flow & Hospital Operations
Hospital & Health System
S
St. Mary's Hospital
St. Mary's Hospital reduces door-to-needle time from 118 to 40 minutes with Sevaro teleneurology AI
118 min → 40 min average (best: 20 min)
Door-to-Needle Time Reduction
83% (1/month to 22/month)
tPA Utilization Increase
Telemedicine & Remote Monitoring
Hospital & Health System
M
Medical City Dallas
Medical City Dallas reduces H&P documentation time 18% with Commure Ambient AI in MEDITECH
18%
H&P Documentation Time Reduction
11%
H&Ps Signed Within One Week Increase
Clinical Documentation & Patient Records
Hospital & Health System
N
Novo Nordisk
Novo Nordisk cuts clinical study report generation time by 90% with generative AI on AWS
90%
Documentation Time Reduction
40–50 people to 3
Team Size Reduction
Clinical Trials & Research
Pharmaceutical & Life Science
U
University of Wisconsin Hospital
University of Wisconsin Hospital reduces 30-day readmissions by 47% with AI opioid use disorder screening
47%
Reduction in 30-Day Readmission Odds
$108,800
Estimated Healthcare Savings (8-month period)
Clinical Decision Support
Hospital & Health System
U
Unity Health Toronto
St. Michael's Hospital reduces unplanned mortality by over 20% with AI patient support prediction
>20%
Unplanned Mortality Reduction
Clinical Decision Support
Hospital & Health System
S
SonderMind
SonderMind AI Suite reduces documentation time by 55 hours vs. benchmark and boosts patient engagement 67%
55 hours faster
Documentation Speed vs. Benchmark
67%
Patient Engagement Increase
Clinical Documentation & Patient Records
Mental & Behavioral Health
Unnamed memory care facility (SafelyYou UC Berkeley pilot)
SafelyYou AI fall detection reduces ER visits 80% in initial memory care pilot
80%
ER Visit Reduction
Patient Safety & Fall Prevention
Senior & Home Health
by SafelyYou
Cedars-Sinai
Cedars-Sinai cuts PE intervention time by 40% and saves $500K annually with Aidoc AI-powered PERT workflow
$500,000+
Annual Cost Savings
40% (~7 hours)
Time to Intervention Reduction
Patient Flow & Hospital Operations
Hospital & Health System
by Aidoc
Erlanger
Erlanger selects Qventus AI to drive strategic surgical growth and maximize OR utilization
11x
ROI
220
Surgical Cases Added Per Month
Surgical & Perioperative Care
Hospital & Health System
by Qventus
O
Ochsner Health
Ochsner Health achieves top-decile Epic alert-to-action ratio with AI-driven sepsis clinical decision support
16.46% (vs 8.4%–12.1% system average)
Alert-to-Action Ratio
8.7% → 12.2% (March to September 2022)
Alert-to-Action Ratio Improvement Over Study Period
Clinical Decision Support
Hospital & Health System
N
NHS England
NHS England pilot of Microsoft 365 Copilot saves 43 minutes per staff member daily across 90 organisations
43 minutes
Daily Time Saved Per Staff Member
400,000 hours
Monthly Staff Hours Saved (projected at 100k users)
Workforce & Staff Scheduling
Hospital & Health System
Large Academic Institution (unnamed)
Large academic institution cuts incidental pulmonary embolism radiologist wait time by 78% with Aidoc AI triage
78%
Wait Time Reduction
37.7 minutes
AI-Flagged Median Wait Time
Medical Imaging & Radiology
Hospital & Health System
by Aidoc
I
Inspir Carnegie Hill
Inspir Carnegie Hill achieves 400 AI-driven intervention 'saves' with AUGI fall prevention pilot
400 (over 6 months)
AI-Driven Intervention Saves
250%
Staff Resident Touchpoints Increase
Patient Safety & Fall Prevention
Senior & Home Health
Valley Baptist Medical Center
Valley Baptist reduces stroke length of stay with Viz.ai automated LVO detection
Reduced Length of Stay
Impact
Automated LVO notification
Detection
Medical Imaging & Radiology
Hospital & Health System
by Viz.ai
Health First
Health First eliminates 517 avoidable patient days per month with LeanTaaS iQueue
517/month
Avoidable Days Eliminated
44%
Floating Staff Reduction
Patient Flow & Hospital Operations
Hospital & Health System
by LeanTaaS
B
Bristol Myers Squibb
Bristol Myers Squibb accelerates drug development pipeline with Accenture GenAI
Drug Development Pipeline
Focus Area
Accenture GenAI
Partner
Drug Discovery & Development
Pharmaceutical & Life Science
Merrill Gardens
Merrill Gardens keeps residents 5+ months longer with SafelyYou fall prevention AI
5+ months
Extended Resident Stay
592
Residents Monitored
Patient Safety & Fall Prevention
Senior & Home Health
by SafelyYou
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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.