AI-Powered Segmentation of Invasive Carcinoma Regions in Breast Cancer Immunohistochemical Whole-Slide Images.

Yiqing LiuTiantian ZhenYuqiu FuYizhi WangYonghong HeAnjia HanHuijuan Shi

Published in: Cancers (2023)

Our developed model excels in accurately distinguishing between DCIS and invasive carcinoma regions in breast cancer immunohistochemistry WSIs. This method paves the way for a clinically available, fully automated immunohistochemistry quantitative scoring system.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
high resolution
high throughput
breast cancer risk
mass spectrometry