Enhanced Regularized Ensemble Encoderdecoder Network for Accurate Brain Tumor Segmentation.

Journal: Current medical imaging
Published Date: Jan 1, 2024

Abstract

BACKGROUND: Segmenting tumors in MRI scans is a difficult and time-consuming task for radiologists. This is because tumors come in different shapes, sizes, and textures, making them hard to identify visually.

Authors

  • Abdullah A Asiri
    Radiological Sciences Department, College of Applied Medical Sciences, Najran University, Saudi Arabia.
  • Ahmad Shaf
    Department of Computer Science, Sahiwal Campus, COMSATS University Islamabad, Sahiwal 57000, Pakistan.
  • Tariq Ali
    Computer Science Department, Sahiwal Campus, COMSATS University Islamabad, Sahiwal 57000, Pakistan.
  • Unza Shakeel
    Department of Computer Science, COMSATS University Islamabad, Sahiwal Campus, Sahiwal 57000, Pakistan.
  • Muhammad Irfan
    Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, GC University Faisalabad, Pakistan.
  • Saeed Alqahtani
    Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.
  • Khlood M Mehdar
    Department of Anatomy, Medicine College, Najran University, Najran 61441, Saudi Arabia.
  • Hanan T Halawani
    Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran 61441, Saudi Arabia.
  • Ali H Alghamdi
    Department of Radiological Sciences, Faculty of Applied Medical Sciences, The University of Tabuk, Tabuk, Saudi Arabia.
  • Abdullah Fahad A Alshamrani
    Department of Diagnostic Radiology Technology, College of Applied Medical Sciences, Taibah University, Madinah, Saudi Arabia.
  • Aisha M Mashraqi
    Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran 61441, Saudi Arabia.

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