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Automatic mitotic index estimation for the prognostication of breast cancer from histology images

机译:组织学图像乳腺癌预后的自动有丝分子指标估计

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摘要

A method of automatically estimating the mitotic index of breast tissue samples is presented. The motivation for an automatic method is to minimise this time-consuming repetitive task demanded of experienced pathologists. The method used consists of two image processing stages which extract features that are suitable for pattern recognition. The final stage estimates the sample's mitotic index by combining the estimated probabilities of individual mitotic figures in the sample.
机译:提出了一种自动估计乳腺组织样品的有丝分子指数的方法。自动方法的动机是最大限度地减少对经验丰富的病理学家所需的这种耗时的重复任务。所使用的方法包括两个图像处理阶段,提取适合于模式识别的特征。最后阶段通过组合样品中的个体有丝分裂图的估计概率来估计样本的有丝分子指数。

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