Search Results for author: Xiaoshuang Huang

Found 2 papers, 0 papers with code

Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation

no code implementations3 Apr 2024 Xiaoshuang Huang, Hongxiang Li, Meng Cao, Long Chen, Chenyu You, Dong An

Recent developments underscore the potential of textual information in enhancing learning models for a deeper understanding of medical visual semantics.

Image Segmentation Medical Image Segmentation +2

SegICL: A Universal In-context Learning Framework for Enhanced Segmentation in Medical Imaging

no code implementations25 Mar 2024 Lingdong Shen, Fangxin Shang, Yehui Yang, Xiaoshuang Huang, Shiming Xiang

Extensive experimental validation of SegICL demonstrates a positive correlation between the number of prompt samples and segmentation performance on OOD modalities and tasks.

Image Segmentation In-Context Learning +3

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