Machine Learning Assisted Methodology for Multiclass Classification of Malignant Brain Tumors

Analysis of malignant and non-malignant brain tumors is done using a computer-aided diagnosis system by practitioners worldwide. Radiologists refer computer-assisted techniques to draw conclusions using image modalities and inferences. Pedagogically, various machine learning approaches have been use...

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Main Authors: Ankit Vidyarthi, Ruchi Agarwal, Deepak Gupta, Rahul Sharma, Dirk Draheim, Prayag Tiwari
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2022-01-01
Colecção:IEEE Access
Assuntos:
Feature extraction
feature selection
malignant brain tumors
region of interests (ROI’s)
k-nearest neighbour (KNN)
multi-class support vector machine (m-SVM)
Acesso em linha:https://ieeexplore.ieee.org/document/9772610/
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