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Author

Guoheng Huang

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Conference Aug 2026

PFT-Net: prototypes filtering and transformation for few-shot medical image segmentation

A Prototypes Filtering and Transformation Network (PFT-Net) to alleviate the intra-class variation problem and integrates the optimal transport algorithm to convert initially filtered support prototypes into query-adapted representations, allowing them to better align with the feature distribution of the query image.

Rui-Fa Zhou, Guo-Heng Huang, Lin-Hui Wu et al. · 0 citations
Aug 2026

Interpretation Before Integration: LLM-Guided Multimodal Completion and Fusion Network for Survival Analysis With Incomplete Data

Multimodality survival analysis for nasopharyngeal carcinoma (NPC) holds great potential for improving prognosis prediction and clinical decision-making. However, it is challenged by structural and semantic misalignments across heterogeneous data. Structural misalignment arises from incomplete clinical records, where m...

Fen Ling, Haoming Zeng, Ming Li et al. · 0 citations

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