Search Results for author: Rongshan Yu

Found 3 papers, 2 papers with code

SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction

no code implementations11 Apr 2024 Ying Chen, Jiajing Xie, Yuxiang Lin, Yuhang Song, Wenxian Yang, Rongshan Yu

SurvMamba is implemented with a Hierarchical Interaction Mamba (HIM) module that facilitates efficient intra-modal interactions at different granularities, thereby capturing more detailed local features as well as rich global representations.

Survival Prediction whole slide images

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction

1 code implementation29 Feb 2024 Hao Li, Ying Chen, Yifei Chen, Wenxian Yang, Bowen Ding, Yuchen Han, Liansheng Wang, Rongshan Yu

It is designed to enhance the model's generalizability by leveraging the interaction between localized visual patterns and fine-grained pathological semantics.

Image Classification Language Modelling +3

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