Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy.

Isabella CastiglioniDavide IppolitoMatteo InterlenghiCaterina Beatrice MontiChristian SalvatoreSimone SchiaffinoAnnalisa PolidoriDavide GandolaCristina MessaFrancesco Sardanelli

Published in: European radiology experimental (2021)

This preliminary experience based on ten CNNs trained on a limited training dataset shows an interesting potential of deep learning for COVID-19 diagnosis. Such tool is in training with new CXRs to further increase its performance.

Keyphrases

coronavirus disease
machine learning
sars cov
deep learning
artificial intelligence
virtual reality
high resolution
respiratory syndrome coronavirus
convolutional neural network
risk assessment
big data
magnetic resonance imaging
human health
body composition