PMID- 31835907
OWN - NLM
STAT- MEDLINE
DCOM- 20211104
LR  - 20211104
IS  - 1369-1619 (Electronic)
IS  - 0960-3123 (Linking)
VI  - 31
IP  - 7
DP  - 2021 Nov
TI  - Modeling spatial pattern of dengue in North Central Mexico using survey data and 
      logistic regression.
PG  - 872-888
LID - 10.1080/09603123.2019.1700938 [doi]
AB  - Dengue is a major public health concern mainly in tropical and subtropical 
      environments worldwide. Despite several attempts to prevent this disease 
      occurring in tropical regions of Mexico, it has not yet been controlled. This 
      work focused on spatial modeling of confirmed dengue fever cases that occurred 
      during the period 2010-2014 in the Huasteca Potosina region of Mexico. 
      Multivariable Logistic Regression Modeling (MLRM) was used to determine the 
      relationship between explanatory variables and the presence/absence of dengue. 
      Model performance was evaluated using the area under curve (AUC) of the relative 
      operating characteristic (ROC); AUC > 0.95. A high spatial resolution map was 
      created to reveal the most probable patterns of dengue risk. Our results can be 
      used for targeted control and prevention programs at local and regional levels. 
      This methodology can be applied to other major diseases that are spatially 
      distributed in accordance with environmental factors.
FAU - Sanchez-Hernandez, Daniel
AU  - Sanchez-Hernandez D
AD  - Faculty of Engineering, Universidad Autonoma de San Luis Potosi, San Luis Potosi, 
      Mexico.
FAU - Aguirre-Salado, Carlos Arturo
AU  - Aguirre-Salado CA
AUID- ORCID: 0000-0003-3422-7193
AD  - Faculty of Engineering, Universidad Autonoma de San Luis Potosi, San Luis Potosi, 
      Mexico.
FAU - Sanchez-Diaz, Guillermo
AU  - Sanchez-Diaz G
AUID- ORCID: 0000-0002-5480-8983
AD  - Faculty of Engineering, Universidad Autonoma de San Luis Potosi, San Luis Potosi, 
      Mexico.
FAU - Aguirre-Salado, Alejandro Ivan
AU  - Aguirre-Salado AI
AUID- ORCID: 0000-0002-8516-4738
AD  - Institute of Physics and Mathematics, Universidad Tecnologica de la Mixteca, 
      Huajuapan de Leon, Mexico.
FAU - Soubervielle-Montalvo, Carlos
AU  - Soubervielle-Montalvo C
AUID- ORCID: 0000-0002-0179-3933
AD  - Faculty of Engineering, Universidad Autonoma de San Luis Potosi, San Luis Potosi, 
      Mexico.
FAU - Reyes-Cardenas, Oscar
AU  - Reyes-Cardenas O
AUID- ORCID: 0000-0002-5623-9200
AD  - Faculty of Engineering, Universidad Autonoma de San Luis Potosi, San Luis Potosi, 
      Mexico.
FAU - Reyes-Hernandez, Humberto
AU  - Reyes-Hernandez H
AUID- ORCID: 0000-0001-6232-1035
AD  - Faculty of Social Sciences and Humanities, Universidad Autonoma de San Luis 
      Potosi, San Luis Potosi, Mexico.
FAU - Santana-Juarez, Marcela Virginia
AU  - Santana-Juarez MV
AUID- ORCID: 0000-0002-8639-2767
AD  - Faculty of Geography, Universidad Autonoma del Estado de Mexico, Toluca, Mexico.
LA  - eng
PT  - Journal Article
DEP - 20191213
PL  - England
TA  - Int J Environ Health Res
JT  - International journal of environmental health research
JID - 9106628
SB  - IM
MH  - Altitude
MH  - Dengue/*epidemiology
MH  - Humans
MH  - Incidence
MH  - *Logistic Models
MH  - Mexico/epidemiology
MH  - Population Density
MH  - Risk
MH  - Weather
OTO - NOTNLM
OT  - Dengue fever
OT  - Landsat 8 OLI
OT  - neglected tropical disease
EDAT- 2019/12/15 06:00
MHDA- 2021/11/05 06:00
CRDT- 2019/12/15 06:00
PHST- 2019/12/15 06:00 [pubmed]
PHST- 2021/11/05 06:00 [medline]
PHST- 2019/12/15 06:00 [entrez]
AID - 10.1080/09603123.2019.1700938 [doi]
PST - ppublish
SO  - Int J Environ Health Res. 2021 Nov;31(7):872-888. doi: 
      10.1080/09603123.2019.1700938. Epub 2019 Dec 13.