Anne-Laure Boulesteix
Ludwig-Maximilians-Universität München
H-index: 57
Europe-Germany
Top articles of Anne-Laure Boulesteix
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering | PLoS computational biology | Theresa Ullmann Stefanie Peschel Philipp Finger Christian L Müller Anne-Laure Boulesteix | 2023/1/6 |
A white paper on good research practices in benchmarking: The case of cluster analysis | Iven Van Mechelen Anne‐Laure Boulesteix Rainer Dangl Nema Dean Christian Hennig | 2023/11 | |
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges | Bernd Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter | 2023/3 | |
Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease | Maarten Van Smeden Georg Heinze Ben Van Calster Folkert W Asselbergs Panos E Vardas | 2022/8/14 | |
Validation of cluster analysis results on validation data: A systematic framework | Theresa Ullmann Christian Hennig Anne‐Laure Boulesteix | 2022/5 | |
Over‐optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results | Christina Nießl Moritz Herrmann Chiara Wiedemann Giuseppe Casalicchio Anne‐Laure Boulesteix | 2022/3 | |
On the optimistic performance evaluation of newly introduced bioinformatic methods | Genome Biology | Stefan Buchka Alexander Hapfelmeier Paul P Gardner Rory Wilson Anne-Laure Boulesteix | 2021/12 |
Large-scale benchmark study of survival prediction methods using multi-omics data | Moritz Herrmann Philipp Probst Roman Hornung Vindi Jurinovic Anne-Laure Boulesteix | 2021/5 | |
The multiplicity of analysis strategies jeopardizes replicability: lessons learned across disciplines | Royal Society Open Science | Sabine Hoffmann Felix Schönbrodt Ralf Elsas Rory Wilson Ulrich Strasser | 2021/4/21 |
NetCoMi: network construction and comparison for microbiome data in R | Briefings in bioinformatics | Stefanie Peschel Christian L Müller Erika Von Mutius Anne-Laure Boulesteix Martin Depner | 2021/7 |
Introduction to statistical simulations in health research | BMJ open | Anne-Laure Boulesteix Rolf HH Groenwold Michal Abrahamowicz Harald Binder Matthias Briel | 2020/12/1 |
A replication crisis in methodological research? | Significance | Anne-Laure Boulesteix Sabine Hoffmann Alethea Charlton Heidi Seibold | 2020/10 |
