A Novel Lightweight Approach to COVID-19 Diagnostics Based on Chest X-ray Images.

Agata GiełczykAnna MarciniakMartyna TarczewskaSylwester Michal KloskaAlicja HarmozaZbigniew Serafin Marcin Woźniak

Published in: Journal of clinical medicine (2022)

The proposed schema can potentially be used as a support for radiologists to improve the diagnostic process. The presented approach is efficient and fast. Moreover, it is not excessively complex computationally.

Keyphrases

coronavirus disease
sars cov
deep learning
artificial intelligence
high resolution
convolutional neural network
dual energy
optical coherence tomography
computed tomography
machine learning
mass spectrometry
contrast enhanced