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Healthcare & Life Sciences verified Verified Outcome TRL 9

Digital Cytology for Cancer Screening

domain Client: A women's health medical technology company handshake Provider: Google Cloud schedule Deploy: 2024
85 Impact
Enterprise Ready
Evidence Score: A/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

Development of the 'Genius Digital Diagnostics System' to apply AI to cervical cancer screening, replacing manual microscopy.

rate_review Analyst Verdict

"Low Risk. FDA-cleared technology. The shift from physical glass slides to digital images + AI is a structural shift in pathology."

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

warning The Challenge

Pap test screening relies on cytologists manually reviewing glass slides, which is labor-intensive, error-prone due to fatigue, and difficult to staff.

psychology The Solution

Developed the Genius Digital Diagnostics System using Google Cloud. It digitizes glass slides and uses an AI algorithm to identify the most clinically relevant cells for human review.

settings_suggest Technical & Deployment Specs

Integrations
LIS (Lab Info Systems)
Deployment Model
Edge / Cloud Hybrid
Data Classification
PHI / Pathology
Estimated TCO / ROI
High (Hardware + Cloud)
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Adoption Cost Medium Lab efficiency ROI

trending_up Impact Trajectory

Audited value realization curve

28% reduction in false negatives (high-grade) Verified Outcome
Primary KPIFDA Cleared
Audit CycleMassive reduction in human review time per slide

policy Compliance & Gov

  • Standards: FDA / CAP / CLIA
  • Maturity (TRL): 9
  • Evidence Score: A/10
  • Data Class: PHI / Pathology

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 women's health medical technology company without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-489
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-489

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