Local and Distributed Machine Learning for Inter-hospital Data Utilization: An Application for TAVI Outcome Prediction

Background: Machine learning models have been developed for numerous medical prognostic purposes. These models are commonly developed using data from single centers or regional registries. Including data from multiple centers improves robustness and accuracy of prognostic models. However, data shari...

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Detalles Bibliográficos
Autores principales: Lopes, Ricardo R., Mamprin, Marco, Zelis, Jo M., Tonino, Pim A. L., van Mourik, Martijn S., Vis, Marije M., Zinger, Svitlana, de Mol, Bas A. J. M., de With, Peter H. N., Marquering, Henk A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8632813/
https://www.ncbi.nlm.nih.gov/pubmed/34869698
http://dx.doi.org/10.3389/fcvm.2021.787246

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8632813/
https://www.ncbi.nlm.nih.gov/pubmed/34869698
http://dx.doi.org/10.3389/fcvm.2021.787246

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