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Brain Tumor Segmentation Using U-Net With ResNet50 Encoder for Enhanced MRI Analysis

Abeer Masfer Alkahtani1, Samia Dardouri1,2

  • 1Department of Computer Science, College of Computing and Information Technology, Shaqra University, Shaqra, Saudi Arabia, su.edu.sa.

International Journal of Biomedical Imaging
|June 12, 2026
PubMed
Summary

This study presents an enhanced U-Net model for precise brain tumor segmentation in MRI scans. The improved model achieved superior accuracy, offering a promising tool for clinical decision support.

Keywords:
ResNet50U-Netbrain tumordeep learning (DL)magnetic resonance imaging (MRI)segmentation

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