Towards Explainable Detection of Alzheimer's Disease: A Fusion of Deep Convolutional Neural Network and Enhanced Weighted Fuzzy C-Mean.

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

Abstract

BACKGROUND: Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline, posing a significant challenge for individuals and society. Early detection and treatment are essential for effective disease management.

Authors

  • D Vetrithangam
    Department of Computer Science & Engineering, Chandigarh University, Mohali, 140413, India.
  • B Arunadevi
    Department of ECE, Dr. N.G.P Institute of Technology, Coimbatore, India.
  • Naresh Kumar Pegada
    Department of CSE (AI & ML), Keshav Memorial Engineering College, Telangana, India.
  • Anshu Mehta
    Department of Computer Science & Engineering, Chandigarh University, Mohali, 140413, India.
  • Puneet Kumar
    Department of Computer Science and Engineering, Indian Institute of Technology Roorkee, India. Electronic address: pkumar99@cs.iitr.ac.in.
  • Neha
    Department of Computer Science & Engineering, Chandigarh University, Mohali, 140413, India.
  • Parul Parihar
    Department of Computer Science & Engineering, Chandigarh University, Mohali, 140413, India.
  • Subramanian Selvakumar
    Department of Electrical & Computer Engineering, Bahir Dar Institute of Technology, Bahir Dar University, Bahir Dar, Ethiopia.

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