Improving Computer-Aided Cervical Cells Classification Using Transfer Learning Based Snapshot Ensemble

Improving Computer-Aided Cervical Cells Classification Using Transfer Learning Based Snapshot Ensemble

Cervical cells classification is a crucial component of computer-aided cervical cancer detection. Fine-grained classification is of great clinical importance when guiding clinical decisions on the diagnoses and treatment, which remains very challenging. Recently, convolutional neural networks (CNN)...

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Bibliographic Details
Main Authors: Wen Chen, Xinyu Li, Liang Gao, Weiming Shen
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Applied Sciences
Subjects:
cervical cells classification
snapshot ensemble
transfer learning
deep convolutional neural network
deep learning
medical image
Online Access:https://www.mdpi.com/2076-3417/10/20/7292

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https://www.mdpi.com/2076-3417/10/20/7292

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