A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020-Reference-Cited by-同舟云学术

A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020

Published:2022-12-15 Issue:1 Volume:9 Page:
ISSN:2052-4463
Container-title:Scientific Data
language:en
Short-container-title:Sci Data

Author:

Lino Ferreira da Silva Barros Maicon Herverton^ORCID,Santos Guto Leoni,de Almeida Rodrigues Maria Gabriela,Sampaio Vanderson^ORCID,Lynn Theo,Endo Patricia Takako^ORCID

Abstract

AbstractAfter COVID-19, tuberculosis (TB) is the leading cause of death by an infectious disease in the world. This work presents a data set based on data collected from the Brazilian Information System for Notifiable Diseases (SINAN) for the period from January 2001 to April 2020 relating to patients diagnosed with tuberculosis in Brazil. The data from SINAN was pre-processed to generate a new data set with two distinct treatment outcome classes: CURED and DIED. The data set comprises 37 categorical attributes (including socio-demographic, clinical, and laboratory data) as well as the target class. There are 927,909 records of patients classified as CURED and 36,190 classified as DIED, totaling 964,099 records.

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Statistics, Probability and Uncertainty,Computer Science Applications,Education,Information Systems,Statistics and Probability

Link

https://www.nature.com/articles/s41597-022-01892-4.pdf

Reference10 articles.

1. Pai, M. et al. Tuberculosis. nature reviews disease primers, 2, 16076 (2016).

2. WHO. Global tuberculosis report 2021. https://apps.who.int/iris/rest/bitstreams/1379788/retrieve. Accessed: 2022-09-20 (2021).

3. WHO. Country profiles for 30 high tb burden countries. https://www.who.int/tb/publications/global_report/tb19_Report_country_profiles_15October2019.pdf?ua=1. Accessed: 2022-09-21.

4. WHO. Tuberculosis profile: Brazil. https://worldhealthorg.shinyapps.io/tb_profiles/?_inputs_ lan=%22EN%22 iso2=%22BR%22. noteAccessed: 2022-09-21.

5. Organization, W. H. et al. Fact sheet on sustainable development goals (sdgs): Health targets. World Health Organization: Geneva, Switzerland (2018).