Multiclass Classification of Breast Cancer in Whole-Slide Images
Multiclass Classification of Breast Cancer in Whole-Slide Images
S. Kwok
2018 · DOI: 10.1007/978-3-319-93000-8_106
International Conference on Image Analysis and Recognition · 68 Citations
TLDR
A deep learning-based framework that classifies H&E stained WSIs into regions of normal tissue, benign lesion, in-situ carcinoma and invasive carcinoma is proposed that won both parts of the ICIAR2018 Grand Challenge on Breast Cancer Histology Images competition.