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Understanding overfitting in random forest for probability estimation: a visualization and simulation study2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
149citations -
How to successfully implement population health management: a scoping review2023 BMC Health Services Research article Health Professions Health Policy Implementation Science Open access
Annefrans F. T. M. van Ede, Rosa Naomi Minderhout, Katharina Viktoria Stein, Marc Abraham Bruijnzeels
25citations -
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers2022 Journal of Hydroinformatics article Environmental Science Water Quality and Pollution Assessment Open access
Marianne Brum, Fernando Mainardi Fan, Márcio Ricardo Salla, Marcos von Sperling
9citations -
High complete response rates and minimal residual disease (MRD) negativity, with durable responses, in high-risk mantle cell lymphoma (MCL) with GLPG5101, a fresh, early memory-enriched CAR T-cell therapy with a 7-day vein-to-vein time: Results from the ATALANTA-1 MCL cohort
Marie José Kersten, Joost S.P. Vermaat, Pim G. N. J. Mutsaers, Maria Theresa Kuipers, Évelyne Willems, Sébastien Anguille, +14 more
3citations -
Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications2026 The European Physical Journal C article Computer Science Adversarial Robustness in Machine Learning Open access
P. Bechtle, Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander Schmidt, +4 more
1citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +17 more
1citations -
2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning2023 arXiv (Cornell University) preprint Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, Kees Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
Revolutionizing the CMS High-Level Trigger system at the HL-LHC with Next-Generation Triggers2026 CERN Document Server (European Organization for Nuclear Research) article Physics and Astronomy Particle Detector Development and Performance Open access
Elena Vernazza, M. Rovere, M. Musich, Bruno Afonso Fontana Santos Alves, Luca Ferragina, Jan Schulz
0citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +19 more
0citations