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StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining
March 19, 2024, 4:50 a.m. | Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
cs.CV updates on arXiv.org arxiv.org
Abstract: Hematoxylin and Eosin (H&E) staining is the most commonly used for disease diagnosis and tumor recurrence tracking. Hematoxylin excels at highlighting nuclei, whereas eosin stains the cytoplasm. However, H&E stain lacks details for differentiating different types of cells relevant to identifying the grade of the disease or response to specific treatment variations. Pathologists require special immunohistochemical (IHC) stains that highlight different cell types. These stains help in accurately identifying different regions of disease growth and …
abstract arxiv cells cs.cv diagnosis diffusion diffusion model disease disease diagnosis eess.iv highlighting however tracking type types virtual
More from arxiv.org / cs.CV updates on arXiv.org
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
2 days, 5 hours ago |
arxiv.org
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