Brain tumor classification using deep convolutional neural networks

Brain tumor classification using deep convolutional neural networks

This study presents a comparative analysis of various convolutional neural network (CNN) models for brain tumor detection on MRI medical images. The primary aim was to assess the effectiveness of different CNN architectures in accurately identifying brain tumors. Multiple models were trained, includ...

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Bibliographic Details
Main Authors: M. Nurtay, M. Kissina, A. Tau, A. Akhmetov, G. Alina, N. Mutovina
Format: Article
Language:English
Published: Samara National Research University 2025-04-01
Series:Компьютерная оптика
Subjects:
brain tumor
computer vision
pattern recognition
machine learning
deep learning
convolutional neural network
transfer learning
Online Access:https://computeroptics.ru/KO/Annot/KO49-2/490210.html
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