Naz, A., Dr. Hamid Ghous, and Nauman Khan. “Literature Review on X-Ray Based Pneumonia Detection Using Machine Learning and Deep Learning Methods”. LC International Journal of STEM (ISSN: 2708-7123), vol. 1, no. 4, Jan. 2021, pp. 44-62, doi:10.5281/zenodo.5149768.