Transformer-Based Multimodal Fusion for Survival Prediction by Integrating Whole Slide Images, Clinical, and Genomic Data

Author:

Chen Yihang1,Zhao Weiqin2,Yu Lequan2

Affiliation:

1. Renmin University of China,Beijing,China

2. The University of Hong Kong,China

Publisher

IEEE

Reference16 articles.

1. Pathomic fusion: an integrated framework for fusing histopathology and genomic features for cancer diagnosis and prognosis;chen;IEEE Transactions on Medical Imaging,2020

2. Mincut pooling in graph neural networks;bianchi,2020

3. Attention is all you need;vaswani;Advances in neural information processing systems,2017

4. Tabnet: Attentive interpretable tabular learning;arik;CoRR,2019

5. Semi-supervised classification with graph convolutional networks;kipf,2016

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