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Evaluation of the propensity score methods for estimating marginal odds ratios in case of small sample size., , and . BMC medical research methodology, (January 2012)Propensity score; Estudi petit; Sample size.Monitoring machine learning-based risk prediction algorithms in the presence of performativity., , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 919-927. PMLR, (2024)Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare., , , , , , and . npj Digit. Medicine, (2022)Multi-task Highly Adaptive Lasso., , , , , and . CoRR, (2023)Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study., , , , , , , , , and . CoRR, (2023)Is this model reliable for everyone? Testing for strong calibration., , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 181-189. PMLR, (2024)A deep learning approach for generating intracranial pressure waveforms from extracranial signals routinely measured in the intensive care unit., , , , , , , , , and 2 other author(s). Comput. Biol. Medicine, (2024)Utility of time-dependent inverse-probability-of-treatment weights to analyze observational cohorts in the intensive care unit., , , and . Journal of clinical epidemiology, 64 (12): 1373-82 (December 2011)6952<m:linebreak></m:linebreak>CI: Copyright (c) 2011; JID: 8801383; 2010/01/30 received; 2011/01/21 revised; 2011/02/21 accepted; 2011/06/11 aheadofprint; ppublish;<m:linebreak></m:linebreak>Anàlisi de dades; Dades longitudinals; Marginal structural models.Expert-Augmented Machine Learning., , , , , , , , , and 3 other author(s). CoRR, (2019)Sequential algorithmic modification with test data reuse., , , , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 674-684. PMLR, (2022)