Estimation of tumor parameters using neural networks for inverse bioheat problem.

Journal: Computer methods and programs in biomedicine
Published Date: Apr 9, 2021

Abstract

BACKGROUND AND OBJECTIVE: Some types of cancer cause rapid cell growth, while others cause cells to grow and divide at a slower rate. Certain forms of cancer result in visible growths called tumors. This work proposes an inverse estimation of the size and location of the tumor using a feedforward Neural Network (FFNN) model.

Authors

  • Jihen Majdoubi
    Department of Computer Science, College of Science and Humanities at Alghat, Majmaah University, Al-Majmaah, 11952, Saudi Arabia.
  • Adithya S Iyer
    Department of Mechanical Engineering, National Institute of Technology Karnataka, Surathkal, Mangalore 575025, India.
  • Adil M Ashique
    Department of Mechanical Engineering, National Institute of Technology Karnataka, Surathkal, Mangalore 575025, India.
  • D Arumuga Perumal
    Department of Mechanical Engineering, National Institute of Technology Karnataka, Surathkal, Mangalore 575025, India. Electronic address: perumal@nitk.edu.in.
  • Y M Mahrous
    Department of Studies and Basic Sciences, Faculty of Community, University of Tabuk, P.O. Box 741, Tabuk 71491, Saudi Arabia. Electronic address: Y.mahrous@ut.edu.sa.
  • Mohammad Rahimi-Gorji
    Faculty of Medicine and Health Science, Ghent University, 9000, Ghent, Belgium.
  • Alibek Issakhov
    Al-Farabi Kazakh National University, Almaty, Kazakhstan; Kazakh-British Technical University, Almaty, Kazakhstan.

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