Publications by authors named "Zhenxin Chai"
NecroGlobalGCN: Integrating micronecrosis information in HCC prognosis prediction via graph convolutional neural networks.
Comput Methods Programs Biomed
December 2024
Article Synopsis
- Hepatocellular carcinoma (HCC) is a major cause of cancer mortality, and understanding micronecrosis can improve prognosis predictions for patient survival post-surgery.
- The researchers developed a deep learning model using Graph Convolutional Neural Networks (GCN) to analyze micronecrosis data from 3,622 tissue slides, enhancing the accuracy of prognostic predictions compared to traditional methods.
- This model not only improves prognostic clarity for HCC survival but also sets a framework for integrating other pathological markers in future studies.