A deep learning based holistic diagnosis system for immunohistochemistry interpretation and molecular subtyping

A deep learning based holistic diagnosis system for immunohistochemistry interpretation and molecular subtyping

Background: Breast cancer in different molecular subtypes, which is determined by the overexpression rates of human epidermal growth factor receptor 2 (HER2), estrogen receptor (ER), progesterone receptor (PR), and Ki67, exhibit distinct symptom characteristics and sensitivity to different treatment...

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Bibliographic Details
Main Authors: Lin Fan, Jiahe Liu, Baoyang Ju, Doudou Lou, Yushen Tian
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Neoplasia: An International Journal for Oncology Research
Subjects:
Breast cancer
Molecular subtype
Immunohistochemical microimaging
Convolutional neural network
Intelligent diagnosis
Online Access:http://www.sciencedirect.com/science/article/pii/S1476558624000137

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http://www.sciencedirect.com/science/article/pii/S1476558624000137

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