Multicenter clinical radiomics–integrated model based on [18F]FDG PET and multi-modal MRI predict ATRX mutation status in IDH-mutant lower-grade gliomas

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.2K citations

Engineering, Machine Learning, Mutual Information Criteria +21

A reproducible evaluation of ANTs similarity metric performance in brain image registration

Brian Avants, Nicholas J. Tustison, Gang Song et al. · NeuroImage · 2010 · 4.9K citations · Full text

Neuroimaging Biomarkers, Neuroimaging Modality, Brain Image Registration +12

Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas

New England Journal of Medicine · 2015 · 3.2K citations · Full text

Selection of important variables and determination of functional form for continuous predictors in multivariable model building

Willi Sauerbrei, Patrick Royston, Harald Binder · Statistics in Medicine · 2007 · 1.2K citations

Engineering, Regression Analysis, Data Science +20

Genome-wide association analysis by lasso penalized logistic regression

Tong Tong Wu, Yi Fang Chen, Trevor Hastie et al. · Bioinformatics · 2009 · 819 citations · Full text