Computer-Aided Diagnosis in Hospital & Health System

This evidence set isolates Computer-Aided Diagnosis 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-Aided Diagnosis implementations in Hospital & Health System

N

Northwestern Medicine

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

Hospital & Health SystemDiagnostics & PathologyComputer-Aided Diagnosis

Reported result:

Not reported by source

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Not available in record

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

L

Leiden University Medical Centre

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

Hospital & Health SystemMedical Imaging & RadiologyComputer-Aided Diagnosis

Reported result:

40–50% Normal Chest X-ray Rate

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Not available in record

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

A

Azienda Zero

Azienda Zero deploys full digital pathology system across 12 Veneto hospitals, projecting $250K+ annual savings per institution

Hospital & Health SystemDiagnostics & PathologyComputer-Aided Diagnosis

Reported result:

$250,000+ per institution per year Projected Cost Savings

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Not available in record

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

Advocate Health

Advocate Health deploys Aidoc AI imaging platform across 22 sites to benefit 63,000 patients annually with faster diagnoses

Hospital & Health SystemMedical Imaging & RadiologyComputer-Aided Diagnosis

Reported result:

63,000 Patients Benefiting Annually (Projected)

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Aidoc

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

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

Hospital & Health SystemDiagnostics & PathologyComputer-Aided Diagnosis

Reported result:

8% (vs 42% standard triage) False Positive Rate

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Not available in record

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

M

Mayo Clinic

Mayo Clinic ECG-AI flags twice as many peripartum cardiomyopathy cases as routine care using portable stethoscope

Hospital & Health SystemDiagnostics & PathologyComputer-Aided Diagnosis

Reported result:

2x more cases flagged Detection Rate vs. Routine Care

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Not available in record

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

R

Royal Free London NHS Trust

Royal Free London NHS Trust prospective study shows DERM AI matches specialist accuracy in melanoma detection with 95.8% AUROC

Hospital & Health SystemDiagnostics & PathologyComputer-Aided Diagnosis

Reported result:

Up to 95.8% AUROC Score

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Not available in record

Cited source: skin-analytics.comSource link checked Jul 28, 2026Automated evidence gate passed

Asklepios Group

Asklepios Group deploys Aidoc AI radiology platform across 28 hospitals, analyzing 35,000 images monthly

Hospital & Health SystemMedical Imaging & RadiologyComputer-Aided Diagnosis

Reported result:

28 Hospitals Deployed

Deployment timeframe:

Not reported by source

Technology:

Computer-Aided Diagnosis

Vendor:

Aidoc

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