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Arboviral Disease Record Data - Dengue and Chikungunya, Brazil, 2013-2020

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Journal Sci Data
Specialty Science
Date 2022 May 10
PMID 35538103
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Abstract

One of the main categories of Neglected Tropical Diseases (NTDs) are arboviruses, of which Dengue and Chikungunya are the most common. Arboviruses mainly affect tropical countries. Brazil has the largest absolute number of cases in Latin America. This work presents a unified data set with clinical, sociodemographic, and laboratorial data on confirmed patients of Dengue and Chikungunya, as well as patients ruled out of infection from these diseases. The data is based on case notification data submitted to the Brazilian Information System for Notifiable Diseases, from Portuguese Sistema de Informação de Agravo de Notificação (SINAN), from 2013 to 2020. The original data set comprised 13,421,230 records and 118 attributes. Following a pre-processing process, a final data set of 7,632,542 records and 56 attributes was generated. The data presented in this work will assist researchers in investigating antecedents of arbovirus emergence and transmission more generally, and Dengue and Chikungunya in particular. Furthermore, it can be used to train and test machine learning models for differential diagnosis and multi-class classification.

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References
1.
Lima-Camara T . Emerging arboviruses and public health challenges in Brazil. Rev Saude Publica. 2016; 50. PMC: 4936892. DOI: 10.1590/S1518-8787.2016050006791. View

2.
Lee V, Chow A, Zheng X, Carrasco L, Cook A, Lye D . Simple clinical and laboratory predictors of Chikungunya versus dengue infections in adults. PLoS Negl Trop Dis. 2012; 6(9):e1786. PMC: 3459852. DOI: 10.1371/journal.pntd.0001786. View

3.
Rust R . Human arboviral encephalitis. Semin Pediatr Neurol. 2012; 19(3):130-51. DOI: 10.1016/j.spen.2012.03.002. View

4.
Leta S, Beyene T, De Clercq E, Amenu K, Kraemer M, Revie C . Global risk mapping for major diseases transmitted by Aedes aegypti and Aedes albopictus. Int J Infect Dis. 2017; 67:25-35. PMC: 5976855. DOI: 10.1016/j.ijid.2017.11.026. View

5.
Magalhaes T, Chalegre K, Braga C, Foy B . The Endless Challenges of Arboviral Diseases in Brazil. Trop Med Infect Dis. 2020; 5(2). PMC: 7345859. DOI: 10.3390/tropicalmed5020075. View