Combination of DWT Variants and GLCM as a Feature for Brain Tumor Classification

Yohannes,Wijang Widhiarso, Indra Pratama

2021 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)（2021）

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摘要

Brain tumors are a growth of abnormal cells in the intracranial tissue that can disrupt proper brain function. In general, brain tumors are classified into two main categories, benign and malignant. This research aims to classify three types of benign tumors, that are Meningioma (Mg), Glioma (Gl), and Pituitary (Pt) from MRI images. The benign tumors types are classified into four data categories,...

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关键词

Electrical engineering,Magnetic resonance imaging,Benign tumors,Transforms,Medical services,Feature extraction,Discrete wavelet transforms

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