Combining CNN Features with Voting Classifiers for Optimizing Performance of Brain Tumor Classification

Combining CNN Features with Voting Classifiers for Optimizing Performance of Brain Tumor Classification

Brain tumors and other nervous system cancers are among the top ten leading fatal diseases. The effective treatment of brain tumors depends on their early detection. This research work makes use of 13 features with a voting classifier that combines logistic regression with stochastic gradient descen...

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Bibliographic Details
Main Authors: Nazik Alturki, Muhammad Umer, Abid Ishaq, Nihal Abuzinadah, Khaled Alnowaiser, Abdullah Mohamed, Oumaima Saidani, Imran Ashraf
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Cancers
Subjects:
brain tumor prediction
healthcare
deep convolutional features
ensemble learning
Online Access:https://www.mdpi.com/2072-6694/15/6/1767

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https://www.mdpi.com/2072-6694/15/6/1767

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