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The Crohn's-like lymphoid reaction density: a new artificial intelligence quantified prognostic immune index in colon cancer.

Minning ZhaoSu YaoZhenhui LiLin WuZeyan XuXipeng PanHuan LinYao XuShangqing YangShenyan ZhangYong LiKe ZhaoChanghong LiangZhenyu Liu
Published in: Cancer immunology, immunotherapy : CII (2021)
We developed a new immune indicator (CLR density) quantified by a deep learning method to evaluate the lymphocytes aggregation in colon cancer. The CLR density was demonstrated its predictive value for OS in two independent cohorts. This approach allows for the objective and standardized quantification while reducing pathologists' workload. Therefore, this fully automated standardized method of CLR evaluation had potential clinical value.
Keyphrases
  • artificial intelligence
  • deep learning
  • machine learning
  • big data
  • convolutional neural network
  • high throughput
  • human health
  • risk assessment