Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis

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 hea...

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Bibliographic Details
Main Authors: 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: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Informatics
Subjects:
tuberculosis
neglected tropical disease
prognosis
machine learning
ensemble model
imbalanced data sets
Online Access:https://www.mdpi.com/2227-9709/8/2/27

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