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NICeSim: An open-source simulator based on machine learning techniques to suppo...

Cerqueira, Fabio Ribeiro; Ferreira, Tiago Geraldo; Oliveira, Alcione de Paiva; Augusto, Douglas Adriano; Krempser, Eduardo; Barbosa, Helio José Corrêa

This paper describes NICeSim, an open-source simulator that uses machine learning (ML) techniques to aid health professionals to better understand the treatment and prognosis of premature newborns. The application was developed and tested using data collected in a Brazilian hospital. The available data were used to feed an ML pipeline that was designed to create a simulator capable of predicting the outcome (de...

Date: 2018   |   Origin: Oasisbr
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