Performance analysis of seven Convolutional Neural Networks (CNNs) with transfer learning for Invasive Ductal Carcinoma (IDC) grading in breast histopathological images

Performance analysis of seven Convolutional Neural Networks (CNNs) with transfer learning for Invasive Ductal Carcinoma (IDC) grading in breast histopathological images

Abstract Computer-aided Invasive Ductal Carcinoma (IDC) grading classification systems based on deep learning have shown that deep learning may achieve reliable accuracy in IDC grade classification using histopathology images. However, there is a dearth of comprehensive performance comparisons of Co...

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Bibliographic Details
Main Authors: Wingates Voon, Yan Chai Hum, Yee Kai Tee, Wun-She Yap, Maheza Irna Mohamad Salim, Tian Swee Tan, Hamam Mokayed, Khin Wee Lai
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-21848-3

Internet

https://doi.org/10.1038/s41598-022-21848-3

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