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Brain tumor classification utilizing pixel distribution and spatial dependencies higher-order statistical measurements through explainable ML models

Abstract Brain tumors are among the most fatal and devastating diseases, and they often result in a significant reduction in life expectancy. The devising of treatment plans that can extend the lives of affected individuals hinges on an accurate diagnosis of these tumors. Identifying and analyzing l...

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Auteurs principaux: Sharmin Akter, Md. Simul Hasan Talukder, Sohag Kumar Mondal, Mohammad Aljaidi, Rejwan Bin Sulaiman, Ahmad Abdullah Alshammari
Format: Artigo
Langue:Inglês
Publié: Nature Portfolio 2024-10-01
Collection:Scientific Reports
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Accès en ligne:https://doi.org/10.1038/s41598-024-74731-8
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