Enhancing frozen histological section images using permanent-section-guided deep learning with nuclei attention

Abstract In histological pathology, frozen sections are often used for rapid diagnosis during surgeries, as they can be produced within minutes. However, they suffer from artifacts and often lack crucial diagnostic details, particularly within the cell nuclei region. Permanent sections, on the other...

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Váldodahkkit:	Elad Yoshai, Gil Goldinger, Tatiana Kogan, Anna Zakharov, Miki Haifler, Natan T. Shaked
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Nature Portfolio 2025-08-01
Ráidu:	Scientific Reports
Fáttát:	Deep learning CycleGAN Attention Histopathology Frozen sections Permanent sections
Liŋkkat:	https://doi.org/10.1038/s41598-025-12181-6
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