CT Quantification and Machine-learning Models for Assessment of Disease Severity and Prognosis of COVID-19 Patients

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China

Chaolin Huang, Yeming Wang, Xingwang Li et al. · The Lancet · 2020 · 51.8K citations · Full text

Life Sciences, Infectious Diseases, Molecular Biology +10

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

WHO Declares COVID-19 a Pandemic.

Domenico Cucinotta, Maurizio Vanelli · PubMed · 2020 · 7.8K citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +17