{"count":3,"items":[{"access":"open","article":null,"cancer_slugs":["invasive-breast-carcinoma"],"doi":null,"formats":["TIFF","CSV"],"hf":null,"huggingface":null,"kind":"benchmark","license":"CC0","modalities":["histopathology"],"name":"CAMELYON16 / CAMELYON17","page":"/ai-oncology/datasets/camelyon16","provider":"Radboud University Medical Center and partners (grand-challenge.org)","size":{"items":1399,"notes_en":"CAMELYON16: 399 slides (270 train / 129 test) with pixel-level metastasis annotations; CAMELYON17: 1,000 slides from 5 centres with patient-level pN stage","notes_pl":"CAMELYON16: 399 preparat\u00f3w (270 tren. / 129 test.) z adnotacjami przerzut\u00f3w na poziomie pikseli; CAMELYON17: 1000 preparat\u00f3w z 5 o\u015brodk\u00f3w ze stadium pN per pacjent","unit":"WSIs"},"slug":"camelyon16","summary":"Kanoniczny benchmark preparat\u00f3w do wykrywania przerzut\u00f3w raka piersi w w\u0119z\u0142ach ch\u0142onnych; nadal pierwszy test dla ka\u017cdego nowego enkodera patomorfologicznego.","tasks":["detection","classification","segmentation"],"url":"https://camelyon17.grand-challenge.org/","verified_at":"2026-09-05T22:25:58.842206"},{"access":"open","article":null,"cancer_slugs":["invasive-breast-carcinoma"],"doi":"10.7937/K9/TCIA.2016.7O02S9CY","formats":["DICOM","CSV"],"hf":null,"huggingface":null,"kind":"dataset","license":"CC BY 3.0","modalities":["mammography"],"name":"CBIS-DDSM \u2014 Curated Breast Imaging Subset of DDSM","page":"/ai-oncology/datasets/cbis-ddsm","provider":"TCIA","size":{"items":2620,"notes_en":"digitised film mammograms with verified pathology","notes_pl":"zdigitalizowane mammografie filmowe z potwierdzon\u0105 patomorfologi\u0105","patients":1566,"unit":"mammography studies"},"slug":"cbis-ddsm","summary":"Najcz\u0119\u015bciej u\u017cywany otwarty zbi\u00f3r mammograficzny z etykietami potwierdzonymi patomorfologicznie; filmowy, wi\u0119c trzeba obs\u0142u\u017cy\u0107 przesuni\u0119cie domeny do cyfrowej mammografii.","tasks":["detection","classification"],"url":"https://www.cancerimagingarchive.net/collection/cbis-ddsm/","verified_at":"2026-09-05T22:25:58.952228"},{"access":"open","article":null,"cancer_slugs":["invasive-breast-carcinoma"],"doi":null,"formats":["h5ad","PNG","Parquet"],"hf":{"downloads":3508,"fetched_at":"2026-09-09T21:33:09Z","last_modified":"2024-05-25","license":"cc0-1.0","likes":12},"huggingface":"https://huggingface.co/datasets/1aurent/PatchCamelyon","kind":"benchmark","license":"CC0","modalities":["histopathology"],"name":"PatchCamelyon (PCam)","page":"/ai-oncology/datasets/patchcamelyon","provider":"Veeling et al.; mirrored on Hugging Face","size":{"items":327680,"notes_en":"derived from CAMELYON16; binary label = tumour tissue in the central 32\u00d732 region","notes_pl":"pochodna CAMELYON16; etykieta binarna = tkanka guza w centralnym obszarze 32\u00d732","unit":"96\u00d796 patches"},"slug":"patchcamelyon","summary":"Ma\u0142y, szybki, w pe\u0142ni otwarty benchmark klasyfikacji kafelk\u00f3w \u2014 standardowy test dymny enkoder\u00f3w obrazu w patomorfologii i cz\u0119sty zbi\u00f3r ewaluacji zero-shot.","tasks":["classification"],"url":"https://github.com/basveeling/pcam","verified_at":"2026-09-05T22:25:58.858045"}]}