Enhancing multiclass brain tumor diagnosis using SVM and innovative feature extraction techniques

Abstract In the field of medical imaging, accurately classifying brain tumors remains a significant challenge because of the visual similarities among different tumor types. This research addresses the challenge of multiclass categorization by employing Support Vector Machine (SVM) as the core class...

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Principais autores:	Mustafa Basthikodi, M. Chaithrashree, B. M. Ahamed Shafeeq, Ananth Prabhu Gurpur
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2024-10-01
coleção:	Scientific Reports
Assuntos:	Multiclass Feature extraction SVM LBP HOG PCA
Acesso em linha:	https://doi.org/10.1038/s41598-024-77243-7
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