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Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece

Visceral Leishmaniasis (VL) is endemic to the Attica region of Greece. The geographical distribution of VL cases was analyzed employing methods of spatial analysis in a GIS environment. A geographic database was constructed including data for the disease cases and environmental factors, such as land...

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Autores principales: Iliopoulou, Polixeni, Tsatsaris, Andreas, Katsios, Ioannis, Panagiotopoulou, Amalia, Romaliades, Stelios, Papadopoulos, Byron, Tselentis, Yannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6160997/
https://www.ncbi.nlm.nih.gov/pubmed/30274479
http://dx.doi.org/10.3390/tropicalmed3030083
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author Iliopoulou, Polixeni
Tsatsaris, Andreas
Katsios, Ioannis
Panagiotopoulou, Amalia
Romaliades, Stelios
Papadopoulos, Byron
Tselentis, Yannis
author_facet Iliopoulou, Polixeni
Tsatsaris, Andreas
Katsios, Ioannis
Panagiotopoulou, Amalia
Romaliades, Stelios
Papadopoulos, Byron
Tselentis, Yannis
author_sort Iliopoulou, Polixeni
collection PubMed
description Visceral Leishmaniasis (VL) is endemic to the Attica region of Greece. The geographical distribution of VL cases was analyzed employing methods of spatial analysis in a GIS environment. A geographic database was constructed including data for the disease cases and environmental factors, such as land cover types, stray dog population, and socioeconomic factors. Classic and spatial regression models are presented that suggest the factors contributing most to the incidence of leishmaniasis are green urban areas and the population of stray dogs in the municipalities of Attica region. The results of the spatial regression model were more accurate, thus were used to produce a disease risk map. This map indicates the high-risk municipalities in which surveillance for the control of leishmaniasis is necessary.
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spelling pubmed-61609972018-10-01 Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece Iliopoulou, Polixeni Tsatsaris, Andreas Katsios, Ioannis Panagiotopoulou, Amalia Romaliades, Stelios Papadopoulos, Byron Tselentis, Yannis Trop Med Infect Dis Article Visceral Leishmaniasis (VL) is endemic to the Attica region of Greece. The geographical distribution of VL cases was analyzed employing methods of spatial analysis in a GIS environment. A geographic database was constructed including data for the disease cases and environmental factors, such as land cover types, stray dog population, and socioeconomic factors. Classic and spatial regression models are presented that suggest the factors contributing most to the incidence of leishmaniasis are green urban areas and the population of stray dogs in the municipalities of Attica region. The results of the spatial regression model were more accurate, thus were used to produce a disease risk map. This map indicates the high-risk municipalities in which surveillance for the control of leishmaniasis is necessary. MDPI 2018-08-13 /pmc/articles/PMC6160997/ /pubmed/30274479 http://dx.doi.org/10.3390/tropicalmed3030083 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Iliopoulou, Polixeni
Tsatsaris, Andreas
Katsios, Ioannis
Panagiotopoulou, Amalia
Romaliades, Stelios
Papadopoulos, Byron
Tselentis, Yannis
Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
title Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
title_full Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
title_fullStr Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
title_full_unstemmed Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
title_short Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
title_sort risk mapping of visceral leishmaniasis: a spatial regression model for attica region, greece
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6160997/
https://www.ncbi.nlm.nih.gov/pubmed/30274479
http://dx.doi.org/10.3390/tropicalmed3030083
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