Gleason2019

MICCAI 2019 Automatic Prostate Gleason Grading Challenge: This challenge aims at the automatic Gleason grading of prostate cancer from H&E-stained histopathology images. This task is of critical importance because Gleason score is a strong prognostic predictor. On the other hand, it is very challenging because of the large degree of heterogeneity in the cellular and glandular patterns associated with each Gleason grade, leading to significant inter-observer variability, even among expert pathologists.

PAIP2021

PAIP 2021 Challenge; Perineural invasion in multiple organ cancer (colon, prostate and pancreatobiliary tract)

The LEOPARD Challenge

Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation

Test

This algorithm offers a structured and efficient framework for analyzing tissue regions and predicting patient prognosis, leveraging advanced techniques in image analysis and machine learning.