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使用多标签组合CNN分类器,以减轻标签不一致性在补丁级格里森分级中的标签不一致性

Muhammad Asim Butt1, Muhammad Farhat Kaleem2, Muhammad Bilal3,4

  • 1Department of Electrical Engineering, University of Management and Technology, Lahore, Pakistan.

PloS one
|July 5, 2024
PubMed
概括

这项研究通过使用一种新的多标签集团深度学习分类器来改进前列腺癌分级,以解决组织病理学图像中的标签不一致问题. 这种新方法提高了格里森分级的准确性,以便更好地诊断和预测癌症.

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