D. . A. Salem and E. M. . Hashim, “Impact of Data Pre-Processing on Covid-19 Diagnosis Using Machine Learning Algorithms”, Int J Intell Syst Appl Eng, vol. 11, no. 1s, pp. 164–171, Jan. 2023.