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Graph attention network enables multipurpose prediction of imaging mass cytometry in a hepatocellular carcinoma clinical trial

Imaging mass cytometry (IMC) enables the high-resolution spatial profiling of tumor microenvironment, but its clinical utility for prospective prediction remains underdeveloped. In this study, we integrated IMC into a clinical trial of hepatocellular carcinoma (HCC) patients undergoing combination t...

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Principais autores: Hang Shi, Wei Shao, Jinyuan Song, Gang Che, Yaxing Zhao, Yangyang Shi, Junlei Zhang, Peng Wan, Qi Zhu, Daoqiang Zhang, Jianpeng Sheng
Format: Artigo
Jezik:Inglês
Izdano: KeAi Communications Co., Ltd. 2025-10-01
Serija:Intelligent Oncology
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Online dostop:http://www.sciencedirect.com/science/article/pii/S2950261625000524
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