Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks

Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks

Fine-grained classification of cervical cells into different abnormality levels is of great clinical importance but remains very challenging. Contrary to the traditional classification methods that rely on hand-crafted or engineered features, convolution neural network (CNN) can classify cervical ce...

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Bibliographic Details
Main Authors: Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fine-grained classification
cell morphology
deep learning
Pap smear
Online Access:https://ieeexplore.ieee.org/document/8723334/

Internet

https://ieeexplore.ieee.org/document/8723334/

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