Reliability of Machine Learning in Eliminating Data Redundancy of Radiomics and Reflecting Pathophysiology in COVID-19 Pneumonia: Impact of CT Reconstruction Kernels on Accuracy by Yauhen Statsenko, Tetiana Habuza, Tatsiana Talako, Tetiana Kurbatova, Gillian Lylian Simiyu, Darya Smetanina, Juana Sido, Dana Sharif Qandil, Sarah Meribout, Juri G. Gelovani, Klaus Neidl-Van Gorkom, Taleb M. Almansoori, Fatmah Al Zahmi, Tom Loney, Anthony Bedson, Nerissa Naidoo, Alireza Dehdashtian, Milos Ljubisavljevic, Jamal Al Koteesh, Karuna M. Das

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Deep Learning-Based Automatic Assessment of Lung Impairment in COVID-19 Pneumonia: Predicting Markers of Hypoxia With Computer Vision by Yauhen Statsenko, Yauhen Statsenko, Tetiana Habuza, Tetiana Habuza, Tatsiana Talako, Mikalai Pazniak, Elena Likhorad, Elena Likhorad, Aleh Pazniak, Pavel Beliakouski, Juri G. Gelovani, Juri G. Gelovani, Klaus Neidl-Van Gorkom, Taleb M. Almansoori, Fatmah Al Zahmi, Fatmah Al Zahmi, Dana Sharif Qandil, Nazar Zaki, Nazar Zaki, Sanaa Elyassami, Anna Ponomareva, Tom Loney, Nerissa Naidoo, Guido Hein Huib Mannaerts, Guido Hein Huib Mannaerts, Jamal Al Koteesh, Jamal Al Koteesh, Milos R. Ljubisavljevic, Karuna M. Das

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