Tumor segmentation in whole-slide histology images using deep learning

The paper addresses the problem of segmentation of malignant tumors in large whole-slide histology images in the context of computer-assisted diagnosis of breast cancer. The method presented in this study is based on image classification procedure of norm/tumor type. The procedure calculates probabi...

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Bibliographic Details
Main Authors: V. A. Kovalev, V. A. Liauchuk, A. A. Kalinovski, M. V. Fridman
Format: Article
Language:Russian
Published: National Academy of Sciences of Belarus, the United Institute of Informatics Problems 2019-06-01
Series:Informatika
Subjects:
Online Access:https://inf.grid.by/jour/article/view/749
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