An Effective and Novel Approach for Brain Tumor Classification Using AlexNet CNN Feature Extractor and Multiple Eminent Machine Learning Classifiers in MRIs

A brain tumor is an uncontrolled malignant cell growth in the brain, which is denoted as one of the deadliest types of cancer in people of all ages. Early detection of brain tumors is needed to get proper and accurate treatment. Recently, deep learning technology has attained much attraction to the...

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Veröffentlicht in:	Journal of sensors 2023-03, Vol.2023 (1)
Hauptverfasser:	Sarkar, Alok, Maniruzzaman, Md, Alahe, Mohammad Ashik, Ahmad, Mohiuddin
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Brain Brain cancer Classification Classifiers Datasets Deep learning Feature extraction Machine learning Magnetic resonance imaging Optimization Parameter sensitivity Performance evaluation Tumors
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