Enhancing medical text detection with vision-language pre-training and efficient segmentation

Also Consider

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

1. 1Language-Guided Segmentation of Medical Images: A Review of Foundation Models2026
2. 2Harnessing Text Insights with Visual Alignment for Medical Image Segmentation2025 · 23 citations
3. 3VT-MFLV: Vision–Text Multimodal Feature Learning V Network for Medical Image Segmentation2025
4. 4Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation2025
5. 5Language adaptive state space learning with text guided pseudo supervision enables weakly supervised skin lesion segmentation2026