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基于苏木精和伊红组织病理学图像的乳腺癌计算机辅助预后分析

[Computer-aided Prognosis for Breast Cancer Based on Hematoxylin & Eosin Histopathology Image].

作者信息

Chen Jiamei, Qu Aiping, Liu Wenlou, Wang Linwei, Yuan Jingping, Liu Juan, Li Yan

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2016 Jun;33(3):598-603.

Abstract

Quantitatively analyzing hematoxylin &eosin(H&E)histopathology images is an emerging field attracting increasing attentions in recent years.This paper reviews the application of computer-aided image analysis in breast cancer prognosis.The traditional prognosis based on H&E histopathology image for breast cancer is firstly sketched,followed by a detailed description of the workflow of computer-aided prognosis including image acquisition,image preprocessing,regions of interest detection and object segmentation,feature extraction,and computer-aided prognosis.In the end,major technical challenges and future directions in this field are summarized.

摘要

对苏木精和伊红(H&E)组织病理学图像进行定量分析是近年来一个新兴且备受关注的领域。本文综述了计算机辅助图像分析在乳腺癌预后评估中的应用。首先概述了基于H&E组织病理学图像的传统乳腺癌预后评估方法,接着详细描述了计算机辅助预后评估的工作流程,包括图像采集、图像预处理、感兴趣区域检测与目标分割、特征提取以及计算机辅助预后评估。最后总结了该领域的主要技术挑战和未来发展方向。

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