Mohammad Vojdanparast

Department of Cardiology, Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran

Publications

• Research Article   
  Investigating the Effect of Ionizing Radiation on Hematological Parameters of Catheterization Laboratory Technicians: A Multilayer Perceptron Modeling
  Author(s): Azadeh Izadi-Moud, Azra Izanloo, Mohammad Vojdanparast, Ghazaleh Niknam Shirvan and Ali Eshraghi*
  
  Background: The present study aims was to investigate the effects of low and continuous radiation on hematological parameters and morphology in human blood tests. Besides, we know that machine learning methods can be utilized to evaluate the effect of dose absorbed by individual’s overtime on hematological parameters. In these methods, using available data, a model is designed to predict the desired variable and the accuracy of the model is assessed. Designing a meticulous prediction model signifies the relevance of available data and the desired variable. Therefore, this study explores the identified relationships using multi-layer perceptron modeling. Methods: This is a cross-sectional study in which subjects with more than 2-year experience of working in Cath Lab who have been exposed to continuous radiation are included in the study.. Read More»