Papers matching “machine learning models” 1,963
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Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
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 -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents
Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman, Richard D Riley, Andrew L. Beam, Ben Van Calster, +27 more
3,889citations -
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology2022 Diagnostic and Prognostic Research review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
80citations -
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
110citations -
Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer2025 arXiv (Cornell University) preprint 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
0citations -
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Benjamin Yaël Gravesteijn, Daan Nieboer, Ari Ercole, Hester Floor Lingsma, David Nelson, Ben Van Calster, +90 more
198citations -
Large language models streamline automated machine learning for clinical studies2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Katharina Kuhl, Jakob Nikolas Kather, Daniel Truhn, +1 more
115citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations