Early detection of disease outbreak using electronic patient...

Data processing: structural design – modeling – simulation – and em – Modeling by mathematical expression

Reexamination Certificate

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C705S007380, C705S002000, C705S003000, C600S300000, C707S793000, C707S793000, C707S793000

Reexamination Certificate

active

07457731

ABSTRACT:
A method is provided for automatically identifying a disease outbreak indicative of a potential bio-terror attack. Patient records are mined from structured and unstructured clinical sources. The patient records are then analyzed by correlating selected patient data contained in the patient records with disease indicia for each of a plurality of diseases. A probability of a disease outbreak is estimated at least in part based on these correlations. Suspicion may also be indicated if anomalous disease clusters are found. If any of the estimated probabilities exceeds a threshold value, a disease outbreak alert is outputted. The disease indicia may be defined by disease progression models, which may be stored in a disease knowledge base.

REFERENCES:
patent: 5664109 (1997-09-01), Johnson et al.
patent: 6059724 (2000-05-01), Campell et al.
patent: 6108635 (2000-08-01), Herren et al.
patent: 6173068 (2001-01-01), Prokoski
patent: 6278999 (2001-08-01), Knapp
patent: 6766277 (2004-07-01), Siegel
patent: 2001/0041991 (2001-11-01), Segal et al.
patent: 2002/0068857 (2002-06-01), Iliff
patent: 2002/0082886 (2002-06-01), Manganaris et al.
patent: 2002/0087274 (2002-07-01), Alexander et al.
patent: 2002/0133502 (2002-09-01), Rosenthal et al.
patent: 2002/0138524 (2002-09-01), Ingle et al.
patent: 2002/0178031 (2002-11-01), Sorensen et al.
patent: 2002/0183965 (2002-12-01), Gogolak
patent: 2002/0188452 (2002-12-01), Howes
patent: 2003/0013951 (2003-01-01), Stefanescu et al.
patent: 2003/0036684 (2003-02-01), Hood et al.
patent: 2003/0046305 (2003-03-01), Clarkson
patent: 2003/0065669 (2003-04-01), Kahn et al.
patent: 2003/0074564 (2003-04-01), Peterson
patent: 2003/0144884 (2003-07-01), Mayaud
patent: 2005/0015276 (2005-01-01), Sullivan et al.
“Installation Force Protection Guide” United States Air Force 1997.
Hutwagner, L.C. et al. “Using Laboratory-Based Surveillance Data for Prevention: An Algorighm for Detecting Salmonella Outbreaks.” Emerging Infectious Diseases, vol. 3 No. 3. Jul.-Sep. 1997.
Young, Donna. “Leaders, a Medical Surveillance System, Gives Health Officials a Powerful New Weapon in the Fight Against Infectious Diseases.” GCN First Alert, May 2001.
“Biological and Chemical Terrorism: Strategic Plan for Preparedness and Response.” US Department of Health and Human Services, Apr. 21, 2000.
“The use of Technology in Preparing Subway Systems fro Chemical/Biological Terrorism,” Policastro et al, Sandia National Laboratory, Apr. 1999.
Dato V, Wagner M, Allswede M, Aryel R, Fapohunda A. The nation's current capacity for the early detection of public health threats including bioterrorism. Washington, DC: Agency for Healthcare Research and Quality, 2001.
Robin Hanson, John Stutz, and Peter Cheeseman. Bayesian Classificaiton Theory Research Institute for Advanced Computer Science, 1991.
Othar Hansson, Andrew Mayer Probabilistic Heyristic Estimates Annals of Mathematics and Artificial Intelligence, 2, 1990, pp. 209-220.
Bruce D'Ambrosio Inference in Bayesian Networks American Association for Artificial Intelligence, 0738-4602-1999, Summer 1999.
Brian Bennet U.S. Biodefense and Homeland Security: toward Detection and Attribution Naval Postgraduate School, Dec. 2006.
Chemical and Biological Arms Control Institute Bioterrorism in the United States: Thread, preparedness, and Response Contract No. 200*1999*00132, Nov. 2000.
U.S. Patent Application entitled “Patient Data Mining” based on U.S. Appl. No. 60/335,542, inventors: R. Bharat Rao, Ph.D. et al., pp. 1-40.

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