Different Machine Learning and Deep Learning Methods for the Classification of Colorectal Cancer Lymph Node Metastasis Images

Different Machine Learning and Deep Learning Methods for the Classification of Colorectal Cancer Lymph Node Metastasis Images

The classification of colorectal cancer (CRC) lymph node metastasis (LNM) is a vital clinical issue related to recurrence and design of treatment plans. However, it remains unclear which method is effective in automatically classifying CRC LNM. Hence, this study compared the performance of existing...

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Bibliographic Details
Main Authors: Jin Li, Peng Wang, Yang Zhou, Hong Liang, Kuan Luan
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
colorectal cancer
lymph node
classification
transfer learning
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2020.620257/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2020.620257/full

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