The Biosurveillance Analytics Resource Directory (BARD): Facilitating the Use of Epidemiological Models for Infectious Disease Surveillance
Open Access
- 28 January 2016
- journal article
- research article
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 11 (1) , e0146600
Abstract
Epidemiological modeling for infectious disease is important for disease management and its routine implementation needs to be facilitated through better description of models in an operational context. A standardized model characterization process that allows selection or making manual comparisons of available models and their results is currently lacking. A key need is a universal framework to facilitate model description and understanding of its features. Los Alamos National Laboratory (LANL) has developed a comprehensive framework that can be used to characterize an infectious disease model in an operational context. The framework was developed through a consensus among a panel of subject matter experts. In this paper, we describe the framework, its application to model characterization, and the development of the Biosurveillance Analytics Resource Directory (BARD; http://brd.bsvgateway.org/brd/), to facilitate the rapid selection of operational models for specific infectious/communicable diseases. We offer this framework and associated database to stakeholders of the infectious disease modeling field as a tool for standardizing model description and facilitating the use of epidemiological models.Keywords
This publication has 23 references indexed in Scilit:
- The Timing and Targeting of Treatment in Influenza Pandemics Influences the Emergence of Resistance in Structured PopulationsPLOS Computational Biology, 2013
- Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdmBMC Medicine, 2012
- Emergence of viral diseases: mathematical modeling as a tool for infection control, policy and decision makingCritical Reviews in Microbiology, 2010
- A public choice framework for controlling transmissible and evolving diseasesProceedings of the National Academy of Sciences, 2009
- Accuracy of models for the 2001 foot-and-mouth epidemicProceedings Of The Royal Society B-Biological Sciences, 2008
- Modeling targeted layered containment of an influenza pandemic in the United StatesProceedings of the National Academy of Sciences, 2008
- The North American Animal Disease Spread Model: A simulation model to assist decision making in evaluating animal disease incursionsPreventive Veterinary Medicine, 2007
- Executable cell biologyNature Biotechnology, 2007
- A standard protocol for describing individual-based and agent-based modelsEcological Modelling, 2006
- Models of foot-and-mouth diseaseProceedings Of The Royal Society B-Biological Sciences, 2005