From Data to Optimal Decision Making: A Data-Driven, Probabilistic Machine Learning Approach to Decision Support for Patients With Sepsis

BACKGROUND: A tantalizing question in medical informatics is how to construct knowledge from heterogeneous datasets, and as an extension, inform clinical decisions. The emergence of large-scale data integration in electronic health records (EHR) presents tremendous opportunities. However, our abilit...

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Detalles Bibliográficos
Autores principales: Tsoukalas, Athanasios, Albertson, Timothy, Tagkopoulos, Ilias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Gunther Eysenbach 2015
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4376114/
https://www.ncbi.nlm.nih.gov/pubmed/25710907
http://dx.doi.org/10.2196/medinform.3445

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4376114/
https://www.ncbi.nlm.nih.gov/pubmed/25710907
http://dx.doi.org/10.2196/medinform.3445

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