{ "method": "Exact decoded RGB SHA-256 and exact opposite 32-pixel border strips with std>=5 and >=5% pixels below 220 in at least one channel. No rotations, arbitrary overlap offsets or patient identifiers inferred.", "original_splits_preserved": true, "patient_groups_verified": false, "exact_duplicate_groups": [], "cross_split_exact_duplicate_groups": [], "matching_opposite_border_strips": [ { "first": "lizard_mitosis_train_00597", "first_edge": "right", "second": "lizard_mitosis_train_02326", "second_edge": "left" }, { "first": "lizard_mitosis_train_00985", "first_edge": "right", "second": "lizard_mitosis_train_01880", "second_edge": "left" }, { "first": "lizard_mitosis_train_01186", "first_edge": "right", "second": "lizard_mitosis_val_00343", "second_edge": "left" } ], "cross_split_matching_opposite_border_strips": [ { "first": "lizard_mitosis_train_01186", "first_edge": "right", "second": "lizard_mitosis_val_00343", "second_edge": "left" } ], "pannuke_overlap": "Lizard includes PanNuke source images. No exact full-patch equality found against all 7,901 current PanNuke RGB samples; resized/stain-adjusted/partial overlaps and shared source slides remain unexamined. No independence claim.", "pannuke_exact_matches": [], "pannuke_exact_check": { "samples": 7901, "index_sha256": "04e1d41737120a78964a757f8b4bc554f9560616a0c39513049d66468ed29b72", "limit": "Exact decoded RGB equality only; resized, stain-adjusted or partially overlapping fields can be missed. No independence claim." }, "visually_confirmed_cross_split_shared_view_pairs": [ { "first": "lizard_mitosis_train_01186", "second": "lizard_mitosis_val_00343", "alignment": "Second image starts 224 pixels to the right of the first; the 32-pixel overlap matches exactly.", "review": "Native source images viewed separately and stitched at the shared strip; same tissue structures continue across it. This is confirmed shared content, not just a near-duplicate score." } ] }