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

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 Convolution...

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Bibliographic Details
Main Authors: Voon, Wingates, Hum, Yan Chai, Tee, Yee Kai, Yap, Wun She, Mohamad Salim, Maheza Irna, Tan, Tian Swee, Mokayed, Hamam, Lai, Khin Wee
Format: Article
Language:English
Published: Nature Portfolio 2022
Subjects:
Q Science (General)
Online Access:http://eprints.utm.my/103995/1/MahezaIrnaMohamad2022_PerformanceAnalysisofSevenConvolutionalNeural.pdf

Internet

http://eprints.utm.my/103995/1/MahezaIrnaMohamad2022_PerformanceAnalysisofSevenConvolutionalNeural.pdf

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