AI in Oncology · AI Models

A researcher-grade catalog of AI models, datasets and open data needs in oncology — every card structured, sourced and dated.

Datasets, registries and benchmarks you can train or evaluate oncology models on — with access conditions, licences, sizes, annotations and the models already using them. { } export JSON

Data type Task Cancer Access Kind Search × Clear filters

PANDA — Prostate cANcer graDe Assessment

Radboud UMC and Karolinska Institutet (Kaggle challenge)

Benchmark / challenge Free registration CC BY-NC-SA 4.0 (Kaggle competition rules)

Reference dataset and challenge for AI Gleason grading; the follow-up Nature Medicine paper validated algorithms on external cohorts.

10 616 biopsy WSIs the largest public prostate biopsy set; Gleason / ISUP grade per biopsy from two centres

Histopathology (WSI) Classification TIFFCSV

Prostate

Dataset site used by models: 1 Open card →

Cards follow the cancer3.ai model-card standard: AI_MODEL_CARD_STANDARD.md. Corrections and new entries: contact the editorial team; every fact needs a public source.

This page is educational — it is not medical advice and does not replace consultation with an oncologist. Diagnostic and treatment decisions are made solely by specialist physicians.