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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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主要な著者: Elad Yoshai, Gil Goldinger, Tatiana Kogan, Anna Zakharov, Miki Haifler, Natan T. Shaked
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2025-08-01
シリーズ:Scientific Reports
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オンライン・アクセス:https://doi.org/10.1038/s41598-025-12181-6
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