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MGP-AttTCN: An interpretable machine learning model for the prediction of sepsis

With a mortality rate of 5.4 million lives worldwide every year and a healthcare cost of more than 16 billion dollars in the USA alone, sepsis is one of the leading causes of hospital mortality and an increasing concern in the ageing western world. Recently, medical and technological advances have h...

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Detalles Bibliográficos
Autores principales: Rosnati, Margherita, Fortuin, Vincent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8104377/
https://www.ncbi.nlm.nih.gov/pubmed/33961681
http://dx.doi.org/10.1371/journal.pone.0251248