Classification of HEp-2 Staining Pattern Images Using Adapted Multilayer Perceptron Neural Network-Based Intra-Class Variation of Cell Shape

Classification of HEp-2 Staining Pattern Images Using Adapted Multilayer Perceptron Neural Network-Based Intra-Class Variation of Cell Shape

There exists a growing interest from the clinical practice research communities in the development of methods to automate HEp-2 stained cells classification procedure from histopathological images. Challenges faced by these methods include variations in cell densities and cell patterns, overfitting...

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Bibliographic Details
Main Authors: Khamael Al-Dulaimi, Jasmine Banks, Aiman Al-Sabaawi, Kien Nguyen, Vinod Chandran, Inmaculada Tomeo-Reyes
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
classification
HEp-2 staining pattern image
cell shape
multilayer perceptron neural network
intra-class variation
Online Access:https://www.mdpi.com/1424-8220/23/4/2195

Internet

https://www.mdpi.com/1424-8220/23/4/2195

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