Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis

Md. Kawsher Mahbub, Milon Biswas, Loveleen Gaur, Fayadh Alenezi, KC Santosh

Abstract: Highlights•Lightweight Deep Neural Network to detect pulmonary abnormalities in chest X-rays.•Analyzed chest X-rays for infectious diseaseX: TB, Covid-19, and Pneumonia.•Classifies non-healthy cases from healthy ones as well as their non-healthy types.•Our DNN is genericity and scalable.•Results are compared with other well-known DNN algorithms.