Classifying Brain Tumors on Magnetic Resonance Imaging by Using Convolutional Neural Networks

Classifying Brain Tumors on Magnetic Resonance Imaging by Using Convolutional Neural Networks

The study of neuroimaging is a very important tool in the diagnosis of central nervous system tumors. This paper presents the evaluation of seven deep convolutional neural network (CNN) models for the task of brain tumor classification. A generic CNN model is implemented and six pre-trained CNN mode...

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Bibliographic Details
Main Authors: Marco Antonio Gómez-Guzmán, Laura Jiménez-Beristaín, Enrique Efren García-Guerrero, Oscar Roberto López-Bonilla, Ulises Jesús Tamayo-Perez, José Jaime Esqueda-Elizondo, Kenia Palomino-Vizcaino, Everardo Inzunza-González
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
brain tumor
neuroimaging
image classification
deep-learning
transfer-learning
CNN
Online Access:https://www.mdpi.com/2079-9292/12/4/955

Internet

https://www.mdpi.com/2079-9292/12/4/955

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