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Healthcare & Life Sciences verified Verified Outcome TRL 9

AI for Radiology Prioritization

domain Client: A leading academic medical center handshake Provider: Aidoc schedule Deploy: 2022
85 Impact
Enterprise Ready
Evidence Score: A/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

Deployment of 'Always-on' AI to flag critical findings (PE, Ich, fractures) in radiology worklists, ensuring urgent cases are read first.

rate_review Analyst Verdict

"Low Risk. AI prioritization (triage) is the safest entry point for radiology AI. It does not replace the diagnosis but optimizes the workflow, improving safety."

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Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

Radiologists face massive worklist volumes. A patient with a life-threatening Pulmonary Embolism (PE) might sit in the queue behind routine scans for hours before being reviewed.

psychology The Solution

Implemented Aidoc. The AI analyzes scans immediately after acquisition. If a critical finding is detected, it flags the case in the worklist and alerts the radiologist to prioritize it.

settings_suggest Technical & Deployment Specs

Integrations
PACS / RIS
Deployment Model
SaaS / Hybrid
Data Classification
PHI / Imaging
Estimated TCO / ROI
Moderate
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
False Negatives High Standard read workflow remains

trending_up Impact Trajectory

Audited value realization curve

Reduced turnaround time for PE by 36.6% Verified Outcome
Primary KPIReduced length of stay for AI-flagged patients
Audit CycleHigh sensitivity and specificity

policy Compliance & Gov

  • Standards: FDA / HIPAA
  • Maturity (TRL): 9
  • Evidence Score: A/10
  • Data Class: PHI / Imaging

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 1
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Technical Audit
PDF • Audited
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Security Architecture

The "Blind Verification" Protocol

How we verified these outcomes for A leading academic medical center without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-532
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-532

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