COSAS Publications

The COSAS 2024 Challenge: Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation for Domain Generalization in Computational Pathology

Medical Image Analysis · Accepted in 2026

Challenge overview and evaluation of domain generalization across organs and scanners.

Tag: Histopathology Segmentation, Domain Generalization, Challenge

Exploring Domain Generalization in Semantic Segmentation for Digital Histopathology: A Comparative Evaluation of Deep Learning Models

Ruochen Liu, Hongyan Xiao, Yuyao Wang, Minghao Zhang, Biwen Meng, Xi Long, and Jingxin Liu

2024 9th International Conference on Biomedical Signal and Image Processing, 2024

A comparative benchmark study of deep learning models for domain generalization in digital histopathology segmentation.

Tag: Digital Histopathology, Domain Generalization, Benchmark