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Algorithm performance & inter-operator variability
Layer model (5-class) β held-out per version
Held-out Dice of the 5-class TLF/gap/epi model per trained version (cases the older model never saw). This is the only segmentation model in use β the legacy binary thickness model was decommissioned 2026-06-03.
Per-Layer Thickness β Algorithm
TLF, gap and epimysium thickness (mm) computed from the current model's segmentation of every image β these update automatically whenever a new model is trained. Inter-operator agreement per layer is shown below (from operator annotations).
Unusable / skipped images
Images flagged "unusable" during layer annotation
(MaskAnnotation) β excluded from training. Deduplicated per image;
if several operators flagged the same image, all are listed.