Prostate Segmentation in MRI Images using Transfer Learning based Mask RCNN.

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

Abstract

INTRODUCTION: The second highest cause of death among males is Prostate Cancer (PCa) in America. Over the globe, it's the usual case in men, and the annual PCa ratio is very surprising. Identical to other prognosis and diagnostic medical systems, deep learning-based automated recognition and detection systems (i.e., Computer Aided Detection (CAD) systems) have gained enormous attention in PCA.

Authors

  • Maryam Shabbir
    Faculty of Pharmacy, The University of Lahore, Lahore, Pakistan.
  • Zobia Suhail
    Department of Computer Science, University of the Punjab, Lahore, Pakistan.
  • Nida Hafeez
    School of Computer Science and Technology, University of Science and Technology of China, China.
  • Najmus Saqib
    School of Computer Science and Technology, University of Science and Technology of China, China.
  • Muhammad Farooq
    Department of Minimally Invasive Colorectal Unit, Queen Alexandra Hospital NHS Trust, Portsmouth, UK.
  • Sghaier Guizani
    Department of Electrical Engineering, Alfaisal University, Saudi Arabia.
  • Ateeq Ur Rehman
    School of Computing, Gachon University, Seongnam 13120, Republic of Korea, South.
  • Habib Hamam
    School of Electrical Engineering, Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg, South Africa.

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