Fig. 1: The proposed method.

A software-defined radio (SDR)-based orthogonal frequency division multiplexing (OFDM) transceiver illuminates the chest of a subject with radio waves, collects the reflected signals, and passes them to various machine and deep learning methods, which ultimately classify a subject either as healthy or sick with a pulmonary disease.