Chest CT Computerized Aided Quantification of PNEUMONIA Lesions in COVID-19 Infection: A Comparison among Three Commercial Software.

Roberto GrassiSalvatore CappabiancaFabrizio UrraroBeatrice FeragalliAlessandro MontanelliGianluigi PatelliVincenza GranataGiuliana GiacobbeGaetano Maria RussoAssunta GrilloAngela De LisioCesare PauraAlfredo ClementeGiuliano GagliardiSimona MagliocchettiDiletta Cozzi Roberta FuscoMaria Paola BelfioreRoberta GrassiVittorio Miele

Published in: International journal of environmental research and public health (2020)

Computer-aided pneumonia quantification could be an easy and feasible way to stratify COVID-19 cases according to severity; however, a great variability among quantitative measurements provided by computer tools should be considered.

Keyphrases

coronavirus disease
sars cov
computed tomography
image quality
respiratory failure
deep learning
contrast enhanced
dual energy
community acquired pneumonia
clinical decision support
magnetic resonance imaging
positron emission tomography
magnetic resonance
machine learning
mass spectrometry