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Contrast Normalization Strategies in Brain Tumor Imaging: From Preprocessing to Classification

Samar M. Alqhtani1, Toufique A. Soomro2,*, Faisal Bin Ubaid3, Ahmed Ali4, Muhammad Irfan5, Abdullah A. Asiri6

1 Department of Information Systems, College of Computer Science and Information Systems, Najran University, Najran, 61441, Saudi Arabia
2 Department of Electronic Engineering, The University of Larkano, Larkana, Sindh, 75660, Pakistan
3 Computer Science Department, Sukkur IBA University, Sukkur, Sindh, 65200, Pakistan
4 Eletrical Engineering Department, Sukkur IBA University, Sukkur, Sindh, 65200, Pakistan
5 Electrical Engineering Department, College of Engineering, Najran University, Najran, 61441, Saudi Arabia
6 Radiological Sciences Department, College of Applied Medical Sciences, Najran University, Najran, 61441, Saudi Arabia

* Corresponding Author: Toufique A. Soomro. Email: email

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