Search Results for author: Xiaoshuang Huang

Found 2 papers, 1 papers with code

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

1 code implementation3 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 Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging

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

Universal segmentation models is a solution, which aim to generalize across the diverse modality of medical images, yet their effectiveness often diminishes when applied to OOD data modalities and tasks, requiring intricate fine-tuning of model for optimal performance.

Few-Shot Learning Image Segmentation +4

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