A deep learning quantified stroma-immune score to predict survival of patients with stage II-III colorectal cancer.

Zeyan XuYong LiYingyi WangShenyan ZhangYanqi HuangSu YaoChu HanXipeng PanZhenwei ShiYun MaoYao XuXiaomei HuangHuan LinXin ChenChanghong LiangZhenhui LiKe ZhaoQingling ZhangZhenyu Liu

Published in: Cancer cell international (2021)

We proposed a stroma-immune score via a deep learning-based pipeline to quantify CD3+ and CD8+ T-cells densities within the stroma region on WSIs of CRC and further predict survival.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
free survival
machine learning