Diagnosis of Anemia in Children via Artificial Neural Network

Authors

  • Esra Kaya Yildiz Technical University
  • Mehmet Emin Aktan Yildiz Technical University
  • Ahmet Taha Koru Yildiz Technical University
  • Erhan Akdoğan Yildiz Technical University

Keywords:

Anemia, Diagnose, Artificial neural network

Abstract

In this paper, a neural network algorithm, which diagnosis of anemia for children under 18  years of  age,  is  presented.  The network is  trained  by  using data  from hemogram test  results  from 30 patients and an expert doctor. The network has 5 inputs (HGB, HCT, MCV, MCH, MCHC) and an output. Simulations on 20 different patients show that the artificial neural network detects disease with high accuracy. In this paper, it is shown that anemia diagnosis can be made via neural network methods.

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Author Biography

Mehmet Emin Aktan, Yildiz Technical University

Mechatronics Engineering Research Assistant

References

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Published

16.02.2015

How to Cite

Kaya, E., Aktan, M. E., Koru, A. T., & Akdoğan, E. (2015). Diagnosis of Anemia in Children via Artificial Neural Network. International Journal of Intelligent Systems and Applications in Engineering, 3(1), 24–27. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/192

Issue

Section

Research Article