Breast Tumor Tissue Segmentation with Area-Based Annotation Using Convolutional Neural Network

Breast Tumor Tissue Segmentation with Area-Based Annotation Using Convolutional Neural Network

In this paper, we propose a novel approach to segment tumor and normal regions in human breast tissues. Cancer is the second most common cause of death in our society; every eighth woman will be diagnosed with breast cancer in her life. Histological diagnosis is key in the process where oncotherapy...

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Bibliographic Details
Main Authors: Bendegúz H. Zováthi, Réka Mohácsi, Attila Marcell Szász, György Cserey
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Diagnostics
Subjects:
breast cancer
medical image classification
histopathological image segmentation
whole slide image analysis
deep learning
convolutional neural networks
Online Access:https://www.mdpi.com/2075-4418/12/9/2161

Internet

https://www.mdpi.com/2075-4418/12/9/2161

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