Application of GPU Accelerated Deep Learning Neural Networks for COVID-19 Recognition from X-Ray Scans

In this paper we are presenting the results of creation and training of a stand-alone expert system aimed at detection and diagnosis of COVID infection, that is based on automatic readings of X-ray imaging X Ray, which determines whether the patient has COVID pneumonia. The system is realized with deep learning neural networks and is accelerated with GPU utilized, instead of CPU. © 2022 IEEE.

COVID-19 detection with X-Ray input data

This paper presents a system for COVID-19 detection with chest X-Ray scans as input data. The detection engine is implemented with Deep neural networks. The model of the generated Deep Learning Neural Network is trained with the use of chest X-Ray scans dataset as input data. The trained model was tested with new test image datasets and the results show that it provides a high enough recognition rate, providing that this methodology can be applied for quick and nonintrusive COVID-19 detection. © 2021 IEEE.