Search Results for author: Yijun Peng

Found 2 papers, 1 papers with code

FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival

no code implementations13 May 2024 Liangrui Pan, Yijun Peng, Yan Li, Yiyi Liang, Liwen Xu, Qingchun Liang, Shaoliang Peng

Integrating the different data modalities of cancer patients can significantly improve the predictive performance of patient survival.

SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival

1 code implementation14 Mar 2024 Liangrui Pan, Yijun Peng, Yan Li, Xiang Wang, Wenjuan Liu, Liwen Xu, Qingchun Liang, Shaoliang Peng

To mitigate the impact of missing features within the modality on prediction accuracy, we devised a convolutional masked autoencoder (CMAE) to process the heterogeneous graph post-feature reconstruction.

Survival Prediction

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