Cancerous and Non-Cancerous Brain MRI Classification Method Based on Convolutional Neural Network and Log-Polar Transformation

Cancerous and Non-Cancerous Brain MRI Classification Method Based on Convolutional Neural Network and Log-Polar Transformation

Magnetic resonance imaging (MRI) offers visual representations of the interior of a body for clinical analysis and medical intervention. The MRI process is subjected to a variety of image processing and machine learning approaches to identify, diagnose, and classify brain diseases as well as detect...

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Bibliographic Details
Main Authors: Ferdaus Anam Jibon, Mayeen Uddin Khandaker, Mahadi Hasan Miraz, Himon Thakur, Fazle Rabby, Nissren Tamam, Abdelmoneim Sulieman, Yahaya Saadu Itas, Hamid Osman
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Healthcare
Subjects:
convolutional neural network
log-polar transformation
principal component analysis
classification
segmentation
MRI
Online Access:https://www.mdpi.com/2227-9032/10/9/1801

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