Multi-Configuration Analysis of DenseNet Architecture for Whole Slide Image Scoring of ER-IHC

Multi-Configuration Analysis of DenseNet Architecture for Whole Slide Image Scoring of ER-IHC

Nuclei classification is a mandatory process to obtain scoring information for whole slide images (WSIs). In immunohistochemistry (IHC) staining specifically for estrogen receptor (ER) biomarker, an Allred score based on the proportion and intensity of cancer nuclear staining is widely used in histo...

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Main Authors: Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, Md Jahid Hasan, Zaka Ur Rehman, Jenny Tung Hiong Lee, See Yee Khor, Lai-Meng Looi, Fazly Salleh Abas, Afzan Adam, Elaine Wan Ling Chan, Sei-Ichiro Kamata
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
DenseNet
ER-IHC
nuclei classification
PyTorch
TensorFlow
whole slide image
Online Access:https://ieeexplore.ieee.org/document/10187125/

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