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...
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Format: | Dataset |
Sprache: | eng |
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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. |
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DOI: | 10.17632/fkpfd5b9n9.1 |