Disease Outbreak Detection using Discriminative Random Field (2006)

Kaustav Das, Robin Sabhnani, Eric Xing

Abstract

We propose discriminative random field approach for detecting a disease outbreak. Given observed data on a spatial grid, the goal is to label each node as being under attack and non-attack.

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Approximate BibTeX Entry

@inproceedings{das-syndromic,
    Month = {October},
    Year = {2006},
    Journal = {The Fifth Annual International Society for Disease Surveillance Conference},
    Author = { Kaustav Das, Robin Sabhnani, Eric Xing },
    Title = {Disease Outbreak Detection using Discriminative Random Field}
}