What does female pelvic organ shape encode? Uterine corpus shape predicts age (R²=0.14, size-dominated, not fibroids). Ovarian/uterine shape detects endometriomas within a site, but pooled cross-validation hides a site-label confound. Inter-rater analysis shows scale-free shape is more robust than size. Code + reproducible pipeline.
xgboost miccai womens-health endometriosis statistical-shape-analysis uterus inter-rater-reliability pelvic-mri multi-site-confounding shape-descriptors label-trap
-
Updated
Aug 22, 2026 - Python