Anne‐Laure Boulesteix
Zimmer Biomet (Netherlands)(NL)Ludwig-Maximilians-Universität München(DE)
Publications by Year
Research Areas
Gene expression and cancer classification, Bioinformatics and Genomic Networks, Statistical Methods and Inference, Statistical Methods in Clinical Trials, Meta-analysis and systematic reviews
Most-Cited Works
- → Bias in random forest variable importance measures: Illustrations, sources and a solution(2007)3,518 cited
- → Conditional variable importance for random forests(2008)3,188 cited
- → TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods(2024)1,558 cited
- → Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics(2012)910 cited
- → Random forest versus logistic regression: a large-scale benchmark experiment(2018)824 cited
- → Partial least squares: a versatile tool for the analysis of high-dimensional genomic data(2006)803 cited
- → Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges