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# LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole Slide Images
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LSP-DETR (Local Star Polygon DEtection TRansformer) is a lightweight, efficient, and end-to-end deep learning model for nuclei instance segmentation in histopathological images. It combines a DETR-based transformer decoder with star-convex polygon shape descriptors to enable accurate and fast segmentation without complex post-processing.
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# LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole Slide Images
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[GitHub](https://github.com/RationAI/lsp-detr)
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LSP-DETR (Local Star Polygon DEtection TRansformer) is a lightweight, efficient, and end-to-end deep learning model for nuclei instance segmentation in histopathological images. It combines a DETR-based transformer decoder with star-convex polygon shape descriptors to enable accurate and fast segmentation without complex post-processing.
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