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Development and interpretation of a pathomics-driven ensemble model for predicting the response to immunotherapy in gastric cancer.

Zhen HanZhicheng ZhangXianqi YangZhe LiShengtian SangMd Tauhidul IslamAlyssa A GuoZihan LiXiaoyan WangJing WangTaojun ZhangZepang SunLequan YuWei WangWenjun XiongGuoxin LiYuming Jiang
Published in: Journal for immunotherapy of cancer (2024)
Our pathomics-driven ensemble model exhibited high accuracy and robustness in predicting the response to ICIs using WSIs. Therefore, it could serve as a novel and valuable tool to facilitate precision immunotherapy.
Keyphrases
  • convolutional neural network