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Updated: Jul 11, 2026

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用于对子宫内腺癌的分类而进行的胰腺病理图像分析Silva模式依赖于弱监督的深度学习

Qingqing Liu1, Xiaofang Zhang2, Xuji Jiang1

  • 1Cheeloo College of Medicine, Shandong University, Jinan City, China.

The American journal of pathology
|February 21, 2024
PubMed
概括

一个新的AI工具Silva3-AI准确地从基因病理图像中分类了宫内腺癌的Silva模式. 这种深度学习管道显示了与经验丰富的病理学家可比的性能,有助于瘤分析.

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Epithelial tissues are classified according to the shape of the cells and the number of cell layers formed. Cell shapes can be squamous (flattened and thin), cuboidal (square-like, as wide as it is tall), or columnar (rectangular, taller than it is wide). Additionally, the nucleus shape helps identify the type of epithelial cells. Squamous cells have flattened disc-shaped nuclei, cuboidal cells have spherical nuclei, and columnar cells have elongated nuclei.
Based on the number of cell layers,...
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The uterine wall consists of three histological layers: the perimetrium, myometrium, and endometrium. The outermost perimetrium is a thin, serous membrane connected with the broad ligament on the sides, which helps anchor the uterus in the pelvic cavity. The thickest layer, myometrium, is mainly made up of smooth muscle tissue bundles. Its contractions are vital in facilitating the expulsion of the uterine lining, fetus, and placenta during menstruation and childbirth.
The endometrium is the...