scispace - formally typeset
Open AccessJournal ArticleDOI

Investigating dengue outbreak in Tamil Nadu, India

TLDR
The result shows that the dengue outbreak in Tamil Nadu during 2017 was due to the population, water stagnation, and sewage, whereas the human activity weren’t the cause of the d Dengue outbreak which caused 65 deaths.
Abstract
Dengue has been indigenous to India in last decade. There was a major outbreak in the state of Tamil Nadu in 2017. Here, we investigate the dengue outbreak in parts of Tamil Nadu, India. Dengue case data were obtained from the hospital records in the Chennai district of Tamil Nadu. The data were analyzed using statistical approaches such as correlation and regression. The result shows that the dengue outbreak in Tamil Nadu during 2017 was due to the population, water stagnation, and sewage, whereas the human activity weren’t the cause of the dengue outbreak which caused 65 deaths. Male constitutes 54.71% whereas female accounted for 45.29% of dengue incidence in Tamil Nadu, majority deaths were children aged less than 10 years due to the outbreak of Dengue Hemorrhagic Fever (DHF). This investigation was evaluated using mathematical regressions, Geographically Weighted Regression (GWR) regression outperformed Ordinary Least Square (OLS) regression model in detecting dengue incidence. This investigation can be strengthened by implementing a surveillance system in parts of Tamil Nadu before an outbreak.

read more

Content maybe subject to copyright    Report

Citations
More filters
Journal Article

An Ensemble Multi-Model Technique for Predicting Chronic Kidney Disease

TL;DR: A new hybrid classifier called as ABC4.5, which is ensemble learning for predicting Chronic Kidney Disease (CKD), which is compared with the machine learning classifiers such as Support Vector Machine, Decision Tree, and Particle Swarm Optimized Multi Layer Perceptron.
Journal ArticleDOI

Epidemiological and demographic characteristics of dengue and chikungunya infections over five years from 2014-2018, in Tamil Nadu, India

TL;DR: The number of DENV and CHIKV cases is steadily increasing in several parts of the state in the last few years, and the improvement in the surveillance system and diagnostic facilities along with better reporting and wide awareness among general public and healthcare workers are the contributing factors.
Book ChapterDOI

An Ensemble Deep Learning Method for Diabetes Mellitus

TL;DR: The proposed hybrid EB-MLP hybrid classifier achieved an accuracy of 92.3%, precision 92.4%, recall 87.4% and execution time 0.028 s.
References
More filters
Journal ArticleDOI

Goodness of fit tests for the multiple logistic regression model

TL;DR: In this article, several test statistics are proposed for the purpose of assessing the goodness of fit of the multiple logistic regression model, which are obtained by applying a chi-square test for a contingency table in which the expected frequencies are determined using two different grouping strategies and two different sets of distributional assumptions.
Journal ArticleDOI

Dengue: an update

TL;DR: The status of vaccine development is described and it is emphasised that the only alternative that the authors have today to control the disease is through control of its vector Aedes aegypti.
Journal ArticleDOI

A Climate-based Distribution Model of Malaria Transmission in Sub-Saharan Africa

TL;DR: A simple numerical approach to defining distribution of malaria transmission, based upon biological constraints of climate on parasite and vector development, provides a numerical basis for further refinement and prediction of the impact of climate change on transmission.
Journal ArticleDOI

Surprising New Dengue Virus Throws a Spanner in Disease Control Efforts

Dennis Normile
- 25 Oct 2013 - 
TL;DR: At a meeting this week in Bangkok, scientists announced the discovery of the first new dengue serotype in a half century, which may help vaccine developers make a preparation effective against the four known serotypes.
Journal ArticleDOI

Higher temperature and urbanization affect the spatial patterns of dengue fever transmission in subtropical Taiwan

TL;DR: Spatial analysis found numbers of months with average temperature higher than 18 degrees C per year and degree of urbanization were found to be associated with increasing risk of dengue fever incidence at township level.
Related Papers (5)