A Brazilian classified dataset for prognosis of tuberculosis

Data was collected from the Information System for Notifiable Diseases (from Portuguese, Sistema de Informação de Agravos de Notificação, SINAN-TB) from Brazil, between 2001 and 2019, and contains information about patients who were diagnosed with tuberculosis. We pre-processed the data to build a d...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Maicon Herverton Lino Ferreira da Silva Barros
Format: Dataset
Sprache:eng
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Data was collected from the Information System for Notifiable Diseases (from Portuguese, Sistema de Informação de Agravos de Notificação, SINAN-TB) from Brazil, between 2001 and 2019, and contains information about patients who were diagnosed with tuberculosis. We pre-processed the data to build a dataset focusing on the treatment outcomes of tuberculosis, focused on two classes: CURED and DIED. The dataset comprises 35 categorical attributes (sociodemographic, clinical, and laboratory data) plus the target class (SITUA_ENCE). There are 927,909 patients classified as CURED and 36,190 classified as DIED, totaling 964,099 records of patients with tuberculosis.
DOI:10.17632/fkpfd5b9n9.1