Computer Vision & Medical Imaging in Hospital & Health System

This evidence set isolates Computer Vision & Medical Imaging deployments within Hospital & Health System. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Documented Computer Vision & Medical Imaging implementations in Hospital & Health System

University Hospitals

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

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

13 Hospitals Covered

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Aidoc

Cited source: news.uhhospitals.orgSource link checked Jul 28, 2026Automated evidence gate passed

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Mayo Clinic

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

Hospital & Health SystemDiagnostics & PathologyComputer Vision & Medical Imaging

Reported result:

20 million Digital Slide Images

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: newsnetwork.mayoclinic.orgSource link checked Jul 28, 2026Automated evidence gate passed

L

Leiden University Medical Centre

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

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

15–20% Normal Studies Autonomously Reported

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: oxipit.aiSource link checked Jul 28, 2026Automated evidence gate passed

M

Mayo Clinic

Mayo Clinic deploys Aiforia AI pathology platform across 84 users with 3 clinical tests in production

Hospital & Health SystemDiagnostics & PathologyComputer Vision & Medical Imaging

Reported result:

84 Users Trained

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: www.aiforia.comSource link checked Jul 28, 2026Automated evidence gate passed

Adventist Health Rideout

Adventist Health Rideout cuts stroke transfer time by 46% with Viz.ai CT scan AI

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

~46% (202 min → 109 min) Door-in-Door-Out Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Viz.ai

Cited source: health.ucdavis.eduSource link checked Jul 28, 2026Automated evidence gate passed

R

Regional Medical Center (Florida, unnamed)

Florida Regional Medical Center sets 21-minute DTN record and 22% faster stroke treatment with Sevaro telestroke

Hospital & Health SystemTelemedicine & Remote MonitoringComputer Vision & Medical Imaging

Reported result:

21 minutes Record Door-to-Needle Time

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: sevaro.comSource link checked Jul 28, 2026Automated evidence gate passed

H

Houston Methodist

Houston Methodist achieves 43% improvement in on-time OR starts with ambient intelligence computer vision

Hospital & Health SystemSurgical & Perioperative CareComputer Vision & Medical Imaging

Reported result:

43% On-Time First-Case Start Improvement

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: www.houstonmethodist.orgSource link checked Jul 28, 2026Automated evidence gate passed

1

137-Bed Long-Term Acute Care Hospital (Anonymous Study Site)

137-Bed LTACH achieves $3.2M in savings and 25% fall reduction with AvaSure virtual sitting program

Hospital & Health SystemPatient Safety & Fall PreventionComputer Vision & Medical Imaging

Reported result:

$3.2M Total Cost Savings

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: avasure.comSource link checked Jul 28, 2026Automated evidence gate passed

Adventist Health and Rideout

Adventist Health and Rideout cuts stroke transfer times 44% with Viz.ai AI-powered care coordination

Hospital & Health SystemPatient Flow & Hospital OperationsComputer Vision & Medical Imaging

Reported result:

44% (202 min → 113 min) DIDO Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Viz.ai

Cited source: neuronewsinternational.comSource link checked Jul 28, 2026Automated evidence gate passed

M

M Health Fairview

M Health Fairview deploys AI algorithm to detect COVID-19 from chest X-rays across 12 hospitals

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

12 Hospitals Deployed

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: twin-cities.umn.eduSource link checked Jul 28, 2026Automated evidence gate passed

S

St. Luke's University Health Network

St. Luke's University Health Network reduces missed fractures by 30% with Gleamer BoneView AI across all ER X-ray workflows

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

Up to 30% Missed Fracture Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: www.buckscountyherald.comSource link checked Jul 28, 2026Automated evidence gate passed

T

Tampa General Hospital

Tampa General Hospital cuts OR turnover times 12% and unlocks 832 additional cases annually with ambient AI

Hospital & Health SystemSurgical & Perioperative CareComputer Vision & Medical Imaging

Reported result:

12% OR Turnover Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: www.infectioncontroltoday.comSource link checked Jul 28, 2026Automated evidence gate passed

Adventist Health Rideout

Adventist Health + Rideout achieves 44% reduction in interfacility stroke transfer times with Viz.ai

Hospital & Health SystemPatient Flow & Hospital OperationsComputer Vision & Medical Imaging

Reported result:

44% (202 min → 113 min) DIDO Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Viz.ai

Cited source: www.viz.aiSource link checked Jul 28, 2026Automated evidence gate passed

Three-Hospital Integrated Health System (unnamed)

AI-Driven ICH Triage Reduces Radiologist Turnaround Time to 12.9 Minutes Across Three-Hospital System

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

12.9 minutes Mean TAT for New ICH Cases

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Aidoc

Cited source: www.aidoc.comSource link checked Jul 28, 2026Automated evidence gate passed

H

Houston Methodist

Houston Methodist AI mammogram tool analyzes breast cancer risk 30x faster than humans with 99% accuracy

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

30x faster Processing Speed vs. Human

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: impressit.ioSource link checked Jul 28, 2026Automated evidence gate passed

M

Moffitt Cancer Center

Moffitt Cancer Center deploys PathAI AISight Dx for AI-powered digital pathology across cancer care programs

Hospital & Health SystemDiagnostics & PathologyComputer Vision & Medical Imaging

Reported result:

Not reported by source

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: clpmag.comSource link checked Jul 28, 2026Automated evidence gate passed

W

WellSpan Health

WellSpan Health cuts patient fall rates 52% and sitter hours 92% with Artisight Smart Hospital Platform

Hospital & Health SystemPatient Safety & Fall PreventionComputer Vision & Medical Imaging

Reported result:

52% Patient Fall Rate Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: artisight.comSource link checked Jul 28, 2026Automated evidence gate passed

M

Memorial Sloan Kettering Cancer Center

Memorial Sloan Kettering Cancer Center implements full digital pathology workflow for primary diagnosis and archive access

Hospital & Health SystemDiagnostics & PathologyComputer Vision & Medical Imaging

Reported result:

~90% (up from <25% in 2018) Pathologist Comfort with Digital Sign-Out

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: www.cap.orgSource link checked Jul 28, 2026Automated evidence gate passed

S

St. Mary's Hospital

St. Mary's Hospital reduces door-to-needle time from 118 to 40 minutes with Sevaro teleneurology AI

Hospital & Health SystemTelemedicine & Remote MonitoringComputer Vision & Medical Imaging

Reported result:

118 min → 40 min average (best: 20 min) Door-to-Needle Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Not available in record

Cited source: sevaro.comSource link checked Jul 28, 2026Automated evidence gate passed

Large Academic Institution (unnamed)

Large academic institution cuts incidental pulmonary embolism radiologist wait time by 78% with Aidoc AI triage

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

78% Wait Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Aidoc

Cited source: www.aidoc.comSource link checked Jul 28, 2026Automated evidence gate passed

Valley Baptist Medical Center

Valley Baptist reduces stroke length of stay with Viz.ai automated LVO detection

Hospital & Health SystemMedical Imaging & RadiologyComputer Vision & Medical Imaging

Reported result:

Reduced Length of Stay Impact

Deployment timeframe:

Not reported by source

Technology:

Computer Vision & Medical Imaging

Vendor:

Viz.ai

Cited source: Viz.aiSource link checked Jul 28, 2026Automated evidence gate passed