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Benchmarking machine learning models on multi-centre eICU critical care dataset

Progress of machine learning in critical care has been difficult to track, in part due to absence of public benchmarks. Other fields of research (such as computer vision and natural language processing) have established various competitions and public benchmarks. Recent availability of large clinica...

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Detalles Bibliográficos
Autores principales: Sheikhalishahi, Seyedmostafa, Balaraman, Vevake, Osmani, Venet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7332047/
https://www.ncbi.nlm.nih.gov/pubmed/32614874
http://dx.doi.org/10.1371/journal.pone.0235424