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Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data
Joint Authors
Carrara, Marta
Ferrario, Manuela
Baselli, Giuseppe
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-18
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
We studied the problem of mortality prediction in two datasets, the first composed of 23 septic shock patients and the second composed of 73 septic subjects selected from the public database MIMIC-II.
For each patient we derived hemodynamic variables, laboratory results, and clinical information of the first 48 hours after shock onset and we performed univariate and multivariate analyses to predict mortality in the following 7 days.
The results show interesting features that individually identify significant differences between survivors and nonsurvivors and features which gain importance only when considered together with the others in a multivariate regression model.
This preliminary study on two small septic shock populations represents a novel contribution towards new personalized models for an integration of multiparameter patient information to improve critical care management of shock patients.
American Psychological Association (APA)
Carrara, Marta& Baselli, Giuseppe& Ferrario, Manuela. 2015. Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data. Computational and Mathematical Methods in Medicine،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1057993
Modern Language Association (MLA)
Carrara, Marta…[et al.]. Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data. Computational and Mathematical Methods in Medicine No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1057993
American Medical Association (AMA)
Carrara, Marta& Baselli, Giuseppe& Ferrario, Manuela. Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data. Computational and Mathematical Methods in Medicine. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1057993
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1057993