Aiforia Breast

Evaluation of the Aiforia breast AI in Memorial’s routine sign-out workflow

GitHub

ECDP poster

Aiforia Breast — the project’s pointer page.
Ki-67 Proliferation Index — the biomarker whose clinical value is limited less by biology than by how irreproducibly it is stained and scored — which is what an automated reader is meant to fix.
Nottingham Grading — the three-component grade, and how differently its components survive the move from microscope to screen.
Mitotic Count — the component that breaks most visibly on a monitor, and the reason microns-per-pixel has to be recorded for an area-calibrated count to mean anything.
Cell Detection and Counting — the route underneath every index of this kind.
External Validation — what a vendor evaluation would need in order to claim anything beyond this department.