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SystemAIS-001Medical device and SaMD

Retinal Screening Assistant

Support ophthalmology screening services by detecting referable diabetic retinopathy in colour fundus images and prioritising cases for specialist review.

Device class
Class IIa (MDR)
FDA
Class II, 510(k)
EU AI Act
High-risk (Annex I)
Status
In operation
State
Deployed
Owner
Cirocco Jones
Record completeness
0

100, less 12 for each open blocker and 4 for each warning. It measures the record, not the performance of the AI System.

The system is in operation while its record stands below the floor of 70. That contradiction is raised as blocker STATE-01.

Blockers
14

An AI Model Version is immutable once frozen. A change produces a new version; it never edits an approved one. Approval and deployment are separate acts, and each is signed.

Models

Every model maintained under this AI System, with its frozen versions. Active models are listed first; superseded and retired models are kept below.

MOD-001 · Referable disease classifier

Produce a referable / non-referable decision with a confidence value.

Model type
Convolutional image classifier
Status
Approved
Owner
Louis Wu
Repository reference
model-registry://rsa/referable/
Model versionMV-003

Version 2.2.0-candidate

Not deployed
Frozen on
2026-07-02
Approval
Not approved

TrainingRetrained on DV-004 following drift on the northern sites.

PerformanceSensitivity 0.95, specificity 0.87 on DV-002. Not yet reviewed.

Model versionMV-002

Version 2.1.0

Deployed
Frozen on
2025-12-15

TrainingRetrained on DV-003 with site rebalancing.

PerformanceSensitivity 0.94, specificity 0.89 on DV-002.

Model versionMV-001

Version 1.0.0

Approved, not deployed
Frozen on
2024-11-08

TrainingTrained on DV-001. 84,120 images, 6 sites.

PerformanceSensitivity 0.92, specificity 0.88 on DV-002.

  • 2026-07-02Louis WuFroze model version
  • 2025-12-15Louis WuFroze model version
  • 2026-01-19Lilith IyapoApproved for deployment, REV-010
  • 2024-11-08Louis WuFroze model version

MOD-002 · Image quality classifier

Score gradability of a captured fundus image.

Model type
Convolutional image classifier
Status
Approved
Owner
Louis Wu
Repository reference
model-registry://rsa/quality/
Model versionMV-004

Version 1.3.0

Deployed
Frozen on
2025-01-22

TrainingTrained on DV-002 gradability labels.

PerformanceAgreement with grader consensus 0.96.

  • 2025-01-22Louis WuFroze model version

AI System Owner does not hold approval authority for this record type. Approval sits with Lilith Iyapo (Independent Reviewer). Switch persona in the header to act.