Advanced neural network solution for detection of lung pathology and foreign body on chest plain radiographs

Objective : An approach was suggested to detect whether patient has any lung pathology or not. Materials and Methods : The approach was based on neural networks-aided analysis of chest X-ray frontal images. The neural network ensemble included 15 neural networks. Some of them were trained to analyze different parts of chest area, e.i. heart, diaphragm, lungs and related parts. And the other set of networks were trained to describe another...