An effective flowchart for multimodal brain tumor binary classification with ranked 3D texture features

Abstract Brain tumors have complex structures, and their shape, density, and size can vary widely. Consequently, their accurate classification, which involves identifying features that best describe the tumor data, is challenging. Using classical 2D texture features can yield only limited accuracy....

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Bibliographic Details
Main Author: Mücahid Barstuğan
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-11240-2
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