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June 27, 2024Open Access

SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues

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Authors

YXYuxin XieTZTao ZhouYZYi Zhou

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Cite This Study

Xie et al. (2024) studied this question.

synapsesocial.com/papers/68e6312bb6db6435875c3870https://doi.org/10.48550/arxiv.2406.19364
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation2025
  2. 2MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation2024 · 1 citations
  3. 3Leveraging Multi-Text Joint Prompts in SAM for Robust Medical Image Segmentation2025 · 2 citations
  4. 4PromptSeg: An End-to-End Universal Medical Image Segmentation Method via Visual Prompts2026
  5. 5TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation2025