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Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis

Tuberculosis (TB) is an airborne infectious disease caused by organisms in the <i>Mycobacterium tuberculosis</i> (Mtb) complex. In many low and middle-income countries, TB remains a major cause of morbidity and mortality. Once a patient has been diagnosed with TB, it is critical that healthcare work...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Maicon Herverton Lino Ferreira da Silva Barros, Geovanne Oliveira Alves, Lubnnia Morais Florêncio Souza, Elisson da Silva Rocha, João Fausto Lorenzato de Oliveira, Theo Lynn, Vanderson Sampaio, Patricia Takako Endo
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-04-01
Schriftenreihe:Informatics
Schlagworte:
tuberculosis
neglected tropical disease
prognosis
machine learning
ensemble model
imbalanced data sets
Online-Zugang:https://www.mdpi.com/2227-9709/8/2/27
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