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Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective in Silico Trial

Xian Zhong,Zohaib Salahuddin, Yi Chen,Henry C Woodruff,Haiyi Long,Jianyun Peng, Nuwan Udawatte,Roberto Casale,Ayoub Mokhtari,Xiaoer Zhang,Jiayao Huang, Qingyu Wu, Li Tan,Lili Chen,Dongming Li,Xiaoyan Xie,Manxia Lin,Philippe Lambin

CoRR（2024）

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