A Deep Learning Quantification Algorithm for HER2 Scoring of Gastric Cancer

A Deep Learning Quantification Algorithm for HER2 Scoring of Gastric Cancer

Gastric cancer is the third most common cause of cancer-related death in the world. Human epidermal growth factor receptor 2 (HER2) positive is an important subtype of gastric cancer, which can provide significant diagnostic information for gastric cancer pathologists. However, pathologists usually...

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Bibliographic Details
Main Authors: Zixin Han, Junlin Lan, Tao Wang, Ziwei Hu, Yuxiu Huang, Yanglin Deng, Hejun Zhang, Jianchao Wang, Musheng Chen, Haiyan Jiang, Ren-Guey Lee, Qinquan Gao, Ming Du, Tong Tong, Gang Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Neuroscience
Subjects:
CNN
deep learning
gastric cancer
HER2 score prediction
re-parameterization
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.877229/full

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https://www.frontiersin.org/articles/10.3389/fnins.2022.877229/full

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