Predicting Pregnant Women's Abortion: Artificial Neural Network, Wavelet Neural Network and Adaptive Neural Fuzzy Inference System.

Journal: Advanced biomedical research
Published Date: May 31, 2025

Abstract

BACKGROUND: Abortion is an important and controversial issue and one of the important reasons for the mortality of pregnant women worldwide. This study aimed to predict the risk factors of abortion in pregnant women using artificial neural network, wavelet neural network, and adaptive neural fuzzy inference system.

Authors

  • Amir Hossein Hashemian
    Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran.
  • Behzad Mahaki
    Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran.
  • Mansour Rezaei
    Social Development and Health Promotion Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.
  • Leila Solouki
    Health Data Science Research Center, Health Research Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.
  • Mohammad Amin Sohrabi Cheqabaleki
    Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran.
  • Somayeh Sohrabi Cheqabaleki
    Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran.

Keywords

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