Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning

Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning

Colorectal cancer is one of the leading causes of cancer-related death worldwide. The early diagnosis of colon cancer not only reduces mortality but also reduces the burden related to the treatment strategies such as chemotherapy and/or radiotherapy. However, when the microscopic examination of the...

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Bibliographic Details
Main Authors: Pushpanjali Gupta, Yenlin Huang, Prasan Kumar Sahoo, Jeng-Fu You, Sum-Fu Chiang, Djeane Debora Onthoni, Yih-Jong Chern, Kuo-Yu Chao, Jy-Ming Chiang, Chien-Yuh Yeh, Wen-Sy Tsai
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Diagnostics
Subjects:
convolutional neural networks
colon cancer
primary tumor
deep learning
transfer learning
classification
Online Access:https://www.mdpi.com/2075-4418/11/8/1398

Internet

https://www.mdpi.com/2075-4418/11/8/1398

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