A Brazilian classified dataset for prognosis of tuberculosis
Published: 6 December 2022| Version 5 | DOI: 10.17632/fkpfd5b9n9.5
Contributors:
, , , , Description
Data was collected from the Information System for Notifiable Diseases (from Portuguese, Sistema de Informação de Agravos de Notificação, SINAN-TB) from Brazil, between 2001-01 and 2020-04, 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 37 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.
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Institutions
Universidade de Pernambuco
Categories
Pulmonary Tuberculosis, Health, Tuberculosis, Tuberculosis Treatment, Extra Pulmonary Tuberculosis