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

• Main Authors: Voon, Wingates, Hum, Yan Chai, Tee, Yee Kai, Yap, Wun-She, Salim, Maheza Irna Mohamad, Tan, Tian Swee, Mokayed, Hamam, Lai, Khin Wee
• Format: Article
• Published: Nature Portfolio 2022
• Subjects: RC0254 Neoplasms. Tumors. Oncology (including Cancer)
• Online Access: http://eprints.um.edu.my/40718/

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...