Anne-Laure Boulesteix

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Liquid Chromatography

Machine Learning

Artificial Intelligence

Top Venues

BMJ (Clinical research ed.)

Biometrical journal. Biometrische Zeitschrift

Statistics in medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Anne-Laure Boulesteix, Mark Baillie, Dominic Edelmann, Leonhard Held, Tim P Morris, Willi Sauerbrei
Editorial for the special collection "Towards neutral comparison studies in methodological research". Biometrical journal. Biometrische Zeitschrift 66 (2) (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Zoë S Dunias, Ben Van Calster, Dirk Timmerman, Anne-Laure Boulesteix, Maarten van Smeden
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study. Statistics in medicine 43 (6) (2024)
Anne-Laure Boulesteix, Mark Baillie, Dominic Edelmann, Leonhard Held, Tim P Morris, Willi Sauerbrei
Editorial for the special collection "Towards neutral comparison studies in methodological research". Biometrical journal. Biometrische Zeitschrift 66 (2) (2024)
Zoë S Dunias, Ben Van Calster, Dirk Timmerman, Anne-Laure Boulesteix, Maarten van Smeden
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study. Statistics in medicine 43 (6) (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Anne-Laure Boulesteix, Mark Baillie, Dominic Edelmann, Leonhard Held, Tim P Morris, Willi Sauerbrei
Editorial for the special collection "Towards neutral comparison studies in methodological research". Biometrical journal. Biometrische Zeitschrift 66 (2) (2024)
Zoë S Dunias, Ben Van Calster, Dirk Timmerman, Anne-Laure Boulesteix, Maarten van Smeden
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study. Statistics in medicine (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Christina Nießl, Sabine Hoffmann, Theresa Ullmann, Anne-Laure Boulesteix
Explaining the optimistic performance evaluation of newly proposed methods: A cross-design validation experiment. Biometrical journal. Biometrische Zeitschrift (2023)
Jörg Rahnenführer, Riccardo de Bin, Axel Benner, Federico Ambrogi, Lara Lusa, Anne-Laure Boulesteix, Eugenia Migliavacca, Harald Binder, Stefan Michiels, Willi Sauerbrei, Lisa Meier McShane, null null
Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges. BMC medicine 21 (1) (2023)
Jörg Rahnenführer, Riccardo de Bin, Axel Benner, Federico Ambrogi, Lara Lusa, Anne-Laure Boulesteix, Eugenia Migliavacca, Harald Binder, Stefan Michiels, Willi Sauerbrei, Lisa Meier McShane, null null
Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges. BMC medicine 21 (1) (2023)
Jörg Rahnenführer, Riccardo de Bin, Axel Benner, Federico Ambrogi, Lara Lusa, Anne-Laure Boulesteix, Eugenia Migliavacca, Harald Binder, Stefan Michiels, Willi Sauerbrei, Lisa Meier McShane, null null
Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges. BMC medicine 21 (1) (2023)
Sabine Hoffmann, Felix D Schönbrodt, Ralf Elsas, Rory Wilson, Ulrich Strasser, Anne-Laure Boulesteix
The multiplicity of analysis strategies jeopardizes replicability: lessons learned across disciplines. Royal Society open science 8 (4) (2021)
Anne-Laure Boulesteix, Rolf Hh Groenwold, Michal Abrahamowicz, Harald Binder, Matthias Briel, Roman Hornung, Tim P Morris, Jörg Rahnenführer, Willi Sauerbrei, null null, null null
Introduction to statistical simulations in health research. BMJ open 10 (12) (2020)
Simon Klau, Marie-Laure Martin-Magniette, Anne-Laure Boulesteix, Sabine Hoffmann
Sampling uncertainty versus method uncertainty: A general framework with applications to omics biomarker selection. Biometrical journal. Biometrische Zeitschrift 62 (3) (2019)
Anne-Laure Boulesteix, Marvin N Wright, Sabine Hoffmann, Inke R König
Statistical learning approaches in the genetic epidemiology of complex diseases. Human genetics 139 (1) (2019)
Anne-Laure Boulesteix, Silke Janitza, Roman Hornung, Philipp Probst, Hannah Busen, Alexander Hapfelmeier
Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations. Biometrical journal. Biometrische Zeitschrift 61 (5) (2018)
Anne-Laure Boulesteix, Harald Binder, Michal Abrahamowicz, Willi Sauerbrei, null null
On the necessity and design of studies comparing statistical methods. Biometrical journal. Biometrische Zeitschrift 60 (1) (2017)
Anne-Laure Boulesteix, Riccardo de Bin, Xiaoyu Jiang, Mathias Fuchs
IPF-LASSO: Integrative L1-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data. Computational and mathematical methods in medicine 2017 (2017)