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

After 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 diagn...

Descripción completa

Detalles Bibliográficos
Autores principales: Lino Ferreira da Silva Barros, Maicon Herverton, Santos, Guto Leoni, de Almeida Rodrigues, Maria Gabriela, Sampaio, Vanderson, Lynn, Theo, Endo, Patricia Takako
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Data Descriptor
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753864/
https://www.ncbi.nlm.nih.gov/pubmed/36522386
http://dx.doi.org/10.1038/s41597-022-01892-4
_version_ 1784851060362313728
author Lino Ferreira da Silva Barros, Maicon Herverton
Santos, Guto Leoni
de Almeida Rodrigues, Maria Gabriela
Sampaio, Vanderson
Lynn, Theo
Endo, Patricia Takako
author_facet Lino Ferreira da Silva Barros, Maicon Herverton
Santos, Guto Leoni
de Almeida Rodrigues, Maria Gabriela
Sampaio, Vanderson
Lynn, Theo
Endo, Patricia Takako
author_sort Lino Ferreira da Silva Barros, Maicon Herverton
collection PubMed
description After 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.
format Online
Article
Text
id pubmed-9753864
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-97538642022-12-15 A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020 Lino Ferreira da Silva Barros, Maicon Herverton Santos, Guto Leoni de Almeida Rodrigues, Maria Gabriela Sampaio, Vanderson Lynn, Theo Endo, Patricia Takako Sci Data Data Descriptor After 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. Nature Publishing Group UK 2022-12-15 /pmc/articles/PMC9753864/ /pubmed/36522386 http://dx.doi.org/10.1038/s41597-022-01892-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Lino Ferreira da Silva Barros, Maicon Herverton
Santos, Guto Leoni
de Almeida Rodrigues, Maria Gabriela
Sampaio, Vanderson
Lynn, Theo
Endo, Patricia Takako
A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
title A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
title_full A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
title_fullStr A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
title_full_unstemmed A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
title_short A Brazilian classified data set for prognosis of tuberculosis, between January 2001 and April 2020
title_sort brazilian classified data set for prognosis of tuberculosis, between january 2001 and april 2020
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753864/
https://www.ncbi.nlm.nih.gov/pubmed/36522386
http://dx.doi.org/10.1038/s41597-022-01892-4
work_keys_str_mv AT linoferreiradasilvabarrosmaiconherverton abrazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT santosgutoleoni abrazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT dealmeidarodriguesmariagabriela abrazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT sampaiovanderson abrazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT lynntheo abrazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT endopatriciatakako abrazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT linoferreiradasilvabarrosmaiconherverton brazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT santosgutoleoni brazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT dealmeidarodriguesmariagabriela brazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT sampaiovanderson brazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT lynntheo brazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020
AT endopatriciatakako brazilianclassifieddatasetforprognosisoftuberculosisbetweenjanuary2001andapril2020

Ejemplares similares