The pneumonia severity index: Assessment and comparison to popular machine learning classifiers

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

A Prediction Rule to Identify Low-Risk Patients with Community-Acquired Pneumonia

Michael J. Fine, Thomas E. Auble, Donald M. Yealy et al. · New England Journal of Medicine · 1997 · 4.7K citations · Full text

Computing, Infectious Diseases, Clinical Decision Support +14

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier · PLoS ONE · 2015 · 4.7K citations · Full text

Computing, Bioinformatics, Computer Science +13

Predicting effects of noncoding variants with deep learning–based sequence model

Jian Zhou, Olga G. Troyanskaya · Nature Methods · 2015 · 2.6K citations · Full text

Life Sciences, Bioinformatics, Molecular Genetics +12

Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks

Pattern Analysis and Applications · 2021 · 1.3K citations · Full text

Veterinary Medicine, Computer Science, Infectious Diseases +17