A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort - Agarwal, Mohit; Saba, Luca; Gupta, Suneet K.; Carriero, Alessandro; Falaschi, Zeno; Paschè, Alessio; Danna, Pietro; El-Baz, Ayman; Naidu, Subbaram; Suri, Jasjit S. (Journal of medical systems, 2021)
Keywords: Adult; Aged; Aged, 80 and over; Artificial intelligence; Artificial Intelligence - standards; Artificial neural networks; Classification; Classification systems; Classifiers; Computed tomography; Coronaviruses; COVID-19; COVID-19 - diagnostic imaging; Decision trees; Deep learning; Deep Learning - standards; Entropy; Female; Health Informatics; Health Sciences; Humans; Imaging techniques; Italy; Learning algorithms; Learning theory; Lung - diagnostic imaging; Lungs; Machine learning; Male; Medical imaging; Medicine; Medicine & Public Health; Middle Aged; Neural networks; Patient Facing Systems; Reproducibility of Results; SARS-CoV-2; Severity of Illness Index; Statistics for Life Sciences; Tomography, X-Ray Computed - methods; Transfer learning; Italy; COVID-19; Accuracy; Lung; Machine learning; Pandemic; Block imaging; Entropy; Computer tomography; Bispectrum; Tissue characterization; COVID severity index