A Classification Method for the Cellular Images Based on Active Learning and Cross-Modal Transfer Learning

A Classification Method for the Cellular Images Based on Active Learning and Cross-Modal Transfer Learning

In computer-aided diagnosis (CAD) systems, the automatic classification of the different types of the human epithelial type 2 (HEp-2) cells represents one of the critical steps in the diagnosis procedure of autoimmune diseases. Most of the methods prefer to tackle this task using the supervised lear...

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Bibliographic Details
Main Authors: Caleb Vununu, Suk-Hwan Lee, Ki-Ryong Kwon
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
HEp-2 cell images classification
computer-aided diagnosis
deep learning
active learning
transfer learning
pattern recognition
Online Access:https://www.mdpi.com/1424-8220/21/4/1469

Internet

https://www.mdpi.com/1424-8220/21/4/1469

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