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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
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Pre-ECMO characteristics, organ dysfunction and exploratory mortality prediction in COVID-19 versus non-COVID-19 ARDS treated with veno-venous ECMO: a retrospective cohort study
Mirja Mittermaier, Jan A. Graw, Alexander Henry Thieme, Johann Lieberwirth, Oliver Hunsicker, Daniel Zickler, +17 more
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Predictors for extubation failure in COVID-19 patients using a machine learning approach2021 Critical Care article Medicine Respiratory Support and Mechanisms Open access cited by 1 patent
Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti, Daan P. de Bruin, Robbert C. A. Lalisang, Diederik A M P J Gommers, +91 more
39citations -
Development and validation of an early warning model for hospitalized COVID-19 patients: a multi-center retrospective cohort study2022 Intensive Care Medicine Experimental article Medicine COVID-19 Clinical Research Studies Open access
Jim M Smit, Jesse H. Krijthe, Andrei N. Tintu, Henrik Endeman, Jeroen Ludikhuize, Michel Egide van Genderen, +18 more
2citations -
Machine Learning Modeling for Solubility Prediction in Pharmaceutical-Ionic Liquid Systems with Deep Feature Search2026 Molecular Pharmaceutics article Chemical Engineering Ionic liquids properties and applications Open access
Sima Rezvantalab, Sara Mihandoost, Roger M. Pallares, Fabian M. Kiessling
0citations