Two-year death prediction models among patients with Chagas Disease using machine learning-based methods.

• Main Authors: Ariela Mota Ferreira (Author), Laércio Ives Santos (Author), Ester Cerdeira Sabino (Author), Antonio Luiz Pinho Ribeiro (Author), Léa Campos de Oliveira-da Silva (Author), Renata Fiúza Damasceno (Author), Marcos Flávio Silveira Vasconcelos D'Angelo (Author), Maria do Carmo Pereira Nunes (Author), Desirée Sant Ana Haikal (Author)
• Format: Book
• Published: Public Library of Science (PLoS), 2022-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Chagas disease (CD) is recognized by the World Health Organization as one of the thirteen most neglected tropical diseases. More than 80% of people affected by CD will not have access to diagnosis and continued treatment, which partly supports the high morbidity and mortality rate. Machine Learning...