Probabilistic, Decision-theoretic Disease Surveillance and Control

The Pittsburgh Center of Excellence in Public Health Informatics has developed a probabilistic, decision-theoretic system for disease surveillance and control for use in Allegheny County, PA and later in Tarrant County, TX. This paper describes the software components of the system and its knowledge...

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Autores principales: Wagner, Michael, Tsui, Fuchiang, Cooper, Gregory, Espino, Jeremy U., Harkema, Hendrik, Levander, John, Villamarin, Ricardo, Voorhees, Ronald, Millett, Nicholas, Keane, Christopher, Dey, Anind, Razdan, Manik, Hu, Yang, Tsai, Ming, Brown, Shawn, Lee, Bruce Y., Gallagher, Anthony, Potter, Margaret
Formato: Online Artículo Texto
Lenguaje:English
Publicado: University of Illinois at Chicago Library 2011
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3615794/
https://www.ncbi.nlm.nih.gov/pubmed/23569617
http://dx.doi.org/10.5210/ojphi.v3i3.3798
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author Wagner, Michael
Tsui, Fuchiang
Cooper, Gregory
Espino, Jeremy U.
Harkema, Hendrik
Levander, John
Villamarin, Ricardo
Voorhees, Ronald
Millett, Nicholas
Keane, Christopher
Dey, Anind
Razdan, Manik
Hu, Yang
Tsai, Ming
Brown, Shawn
Lee, Bruce Y.
Gallagher, Anthony
Potter, Margaret
author_facet Wagner, Michael
Tsui, Fuchiang
Cooper, Gregory
Espino, Jeremy U.
Harkema, Hendrik
Levander, John
Villamarin, Ricardo
Voorhees, Ronald
Millett, Nicholas
Keane, Christopher
Dey, Anind
Razdan, Manik
Hu, Yang
Tsai, Ming
Brown, Shawn
Lee, Bruce Y.
Gallagher, Anthony
Potter, Margaret
author_sort Wagner, Michael
collection PubMed
description The Pittsburgh Center of Excellence in Public Health Informatics has developed a probabilistic, decision-theoretic system for disease surveillance and control for use in Allegheny County, PA and later in Tarrant County, TX. This paper describes the software components of the system and its knowledge bases. The paper uses influenza surveillance to illustrate how the software components transform data collected by the healthcare system into population level analyses and decision analyses of potential outbreak-control measures.
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spelling pubmed-36157942013-04-08 Probabilistic, Decision-theoretic Disease Surveillance and Control Wagner, Michael Tsui, Fuchiang Cooper, Gregory Espino, Jeremy U. Harkema, Hendrik Levander, John Villamarin, Ricardo Voorhees, Ronald Millett, Nicholas Keane, Christopher Dey, Anind Razdan, Manik Hu, Yang Tsai, Ming Brown, Shawn Lee, Bruce Y. Gallagher, Anthony Potter, Margaret Online J Public Health Inform Articles The Pittsburgh Center of Excellence in Public Health Informatics has developed a probabilistic, decision-theoretic system for disease surveillance and control for use in Allegheny County, PA and later in Tarrant County, TX. This paper describes the software components of the system and its knowledge bases. The paper uses influenza surveillance to illustrate how the software components transform data collected by the healthcare system into population level analyses and decision analyses of potential outbreak-control measures. University of Illinois at Chicago Library 2011-12-22 /pmc/articles/PMC3615794/ /pubmed/23569617 http://dx.doi.org/10.5210/ojphi.v3i3.3798 Text en ©2011 the author(s) http://www.uic.edu/htbin/cgiwrap/bin/ojs/index.php/ojphi/about/submissions#copyrightNotice This is an Open Access article. Authors own copyright of their articles appearing in the Online Journal of Public Health Informatics. Readers may copy articles without permission of the copyright owner(s), as long as the author and OJPHI are acknowledged in the copy and the copy is used for educational, not-for-profit purposes.
spellingShingle Articles
Wagner, Michael
Tsui, Fuchiang
Cooper, Gregory
Espino, Jeremy U.
Harkema, Hendrik
Levander, John
Villamarin, Ricardo
Voorhees, Ronald
Millett, Nicholas
Keane, Christopher
Dey, Anind
Razdan, Manik
Hu, Yang
Tsai, Ming
Brown, Shawn
Lee, Bruce Y.
Gallagher, Anthony
Potter, Margaret
Probabilistic, Decision-theoretic Disease Surveillance and Control
title Probabilistic, Decision-theoretic Disease Surveillance and Control
title_full Probabilistic, Decision-theoretic Disease Surveillance and Control
title_fullStr Probabilistic, Decision-theoretic Disease Surveillance and Control
title_full_unstemmed Probabilistic, Decision-theoretic Disease Surveillance and Control
title_short Probabilistic, Decision-theoretic Disease Surveillance and Control
title_sort probabilistic, decision-theoretic disease surveillance and control
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3615794/
https://www.ncbi.nlm.nih.gov/pubmed/23569617
http://dx.doi.org/10.5210/ojphi.v3i3.3798
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