Supervised Machine Learning with CITRUS for Single Cell Biomarker Discovery

Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

Yoav Benjamini, Yosef Hochberg · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 108.7K citations

Natural Sciences, Biostatistics, A/b Testing +13

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

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

In silico prediction of protein-protein interactions in human macrophages

Oussema Souiai, Fatma Z. Guerfali, Slimane Ben Miled et al. · BMC Research Notes · 2014 · 11K citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17

Significance analysis of microarrays applied to the ionizing radiation response

Virginia Goss Tusher, Robert Tibshirani, Gilbert Chu · Proceedings of the National Academy of Sciences · 2001 · 10.7K citations · Full text

Life Sciences, Genetics, Molecular Biology +16