An Accurate Multiple Sclerosis Detection Model Based on Exemplar Multiple Parameters Local Phase Quantization: ExMPLPQ

An Accurate Multiple Sclerosis Detection Model Based on Exemplar Multiple Parameters Local Phase Quantization: ExMPLPQ

Multiple sclerosis (MS) is a chronic demyelinating condition characterized by plaques in the white matter of the central nervous system that can be detected using magnetic resonance imaging (MRI). Many deep learning models for automated MS detection based on MRI have been presented in the literature...

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Bibliographic Details
Main Authors: Gulay Macin, Burak Tasci, Irem Tasci, Oliver Faust, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
multiple sclerosis
magnetic resonance imaging
feature engineering
local phase quantization
Online Access:https://www.mdpi.com/2076-3417/12/10/4920

Internet

https://www.mdpi.com/2076-3417/12/10/4920

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