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Updated: Mar 2, 2026

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
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Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System

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双选择性采摘模式-意识到多个实例的学习与不确定性规范化等级组预测在他的病理学图像

Xinyu Hao1, Hongming Xu2, Jingdong Zhang3

  • 1Cancer Hospital of Dalian University of Technology, Shenyang, 110042, China; School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, 116024, China; School of Software Technology, Dalian University of Technology, Dalian, 116024, China; Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland.

Medical image analysis
|February 28, 2026
PubMed
概括

这项研究引入了DSPA-U-MIL,这是一种用于预测前列腺癌的新型模型. 该方法通过考虑不同的格里森模式来提高准确性和可解释性,优于现有的方法.

关键词:
专家的概念 专家的概念前列腺癌是什么意思 前列腺癌是什么意思选择性聚合是一种选择性的聚合.不确定性估计估计不确定性整个幻灯片图像的图像.

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