Detection of disease outbreaks by the use of oral manifestations

M. H. Torres-Urquidy, G. Wallstrom, T. K L Schleyer

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

Oral manifestations of diseases caused by bioterrorist agents could be a potential data source for biosurveillance. This study had the objectives of determining the oral manifestations of diseases caused by bioterrorist agents, measuring the prevalence of these manifestations in emergency department reports, and constructing and evaluating a detection algorithm based on them. We developed a software application to detect oral manifestations in free text and identified positive reports over three years of data. The normal frequency in reports for oral manifestations related to anthrax (including buccal ulcers-sore throat) was 7.46%. The frequency for tularemia was 6.91%. For botulism and smallpox, the frequencies were 0.55% and 0.23%. We simulated outbreaks for these bioterrorism diseases and evaluated the performance of our system. The detection algorithm performed better for smallpox and botulism than for anthrax and tularemia. We found that oral manifestations can be a valuable tool for biosurveillance.

Original languageEnglish (US)
Pages (from-to)89-94
Number of pages6
JournalJournal of Dental Research
Volume88
Issue number1
DOIs
StatePublished - 2009
Externally publishedYes

Fingerprint

Oral Manifestations
Disease Outbreaks
Biosurveillance
Mouth Diseases
Tularemia
Botulism
Anthrax
Smallpox
Bioterrorism
Pharyngitis
Cheek
Information Storage and Retrieval
Ulcer
Hospital Emergency Service
Software

Keywords

  • Bioterrorism
  • Dental informatics
  • Dental public health
  • Early detection
  • Oral manifestations

ASJC Scopus subject areas

  • Dentistry(all)

Cite this

Detection of disease outbreaks by the use of oral manifestations. / Torres-Urquidy, M. H.; Wallstrom, G.; Schleyer, T. K L.

In: Journal of Dental Research, Vol. 88, No. 1, 2009, p. 89-94.

Research output: Contribution to journalArticle

Torres-Urquidy, MH, Wallstrom, G & Schleyer, TKL 2009, 'Detection of disease outbreaks by the use of oral manifestations', Journal of Dental Research, vol. 88, no. 1, pp. 89-94. https://doi.org/10.1177/0022034508327546
Torres-Urquidy, M. H. ; Wallstrom, G. ; Schleyer, T. K L. / Detection of disease outbreaks by the use of oral manifestations. In: Journal of Dental Research. 2009 ; Vol. 88, No. 1. pp. 89-94.
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