2016
DOI: 10.3855/jidc.7091
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Spatial analysis and identification of high risk plague regions in Pakistan based on associated rodent species distribution

Abstract: Plague, caused by Yersinia pestitis, is an infectious bacterial disease that has a high fatality rate if untreated. Rodents are plague reservoirs and play an important role in disease spread. Plague cases have been reported extensively since the second pandemic from the 14th century in countries sharing borders with Pakistan, such as China and India, as well as nearby countries including Russia and central Asia. Despite being centrally located in a plague-infested geographical zone, there has been no plague in… Show more

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Cited by 4 publications
(3 citation statements)
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“…To find the optimal number of clusters, we used the following four different approaches: Elbow curve method, Silhouette score method, Gap statistic method, and clustree discovery [19][20][21]. We executed the K-means, DBSCAN, and HCA algorithms to identify the groups of similar Hantaviruses.…”
Section: Unsupervised Clusteringmentioning
confidence: 99%
“…To find the optimal number of clusters, we used the following four different approaches: Elbow curve method, Silhouette score method, Gap statistic method, and clustree discovery [19][20][21]. We executed the K-means, DBSCAN, and HCA algorithms to identify the groups of similar Hantaviruses.…”
Section: Unsupervised Clusteringmentioning
confidence: 99%
“…Как фактор, влияющий на динамику эпидемической активности очагов чумы, рассматривается и наблюдаемое в настоящее время изменение климата [27,28,29].…”
Section: Abstract: Plague Epidemic Morbidity Rates Rodents Fleasunclassified
“…Rodents are reservoirs of tularemia, and when the abundance of infected rodents rises, the number of tularemia cases in humans in Northern Europe and Russia increases accordingly [ 3 ]. Importantly, rodent species are considered the main factor determining plague spread [ 4 , 5 ]. Not only rodent overpopulation seriously threatens agriculture, but also it endangers public health; thus, both surveillance and rodenticide-based regulation of their population are required.…”
Section: Introductionmentioning
confidence: 99%