Article

ViFIT-assisted Histopathology: From H&E Style Standardization to Virtual Fiber Image Transformation

2025-01-26

Abstract excerpt

Deep learning-based virtual fiber staining provides a promising complement to routine H&E pathology. However, the reliance on predefined staining style inputs and manual intervention limits the clinical applicability of existing methods. To address these challenges, we introduce ViFIT-assisted histopathology, a two-stage diagnostic approach that integrates our proposed unsupervised deep learning-based virtual fibe...

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Literature Corpus work: 685a5ca0-7df2-5c99-bd18-3fc637851007
DOI: 10.1101/2025.01.24.634654

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