Stochastic Petri net model describing the relationship between reported maternal and congenital syphilis cases in Brazil.

Ricardo A M ValentimGleyson J P Caldeira-SilvaRodrigo D da SilvaGabriela A AlbuquerqueIon G M de AndradeAna Isabela L Sales-MoioliTalita K de B PintoAngélica E MirandaLeonardo J Galvão-LimaAgnaldo S CruzDaniele Montenegro da Silva BarrosAnna Giselle C D R Rodrigues

Published in: BMC medical informatics and decision making (2022)

The SPN approach proved to be suitable for explaining the Notifiable Diseases Information System (SINAN) dataset using the range of 75-95% for the probability of an untreated MS case leading to a CS case (PUMLC). In addition, the model's predictive power can help plan actions to fight against the disease.

Keyphrases

mass spectrometry
multiple sclerosis
human immunodeficiency virus
men who have sex with men
ms ms
birth weight
pregnancy outcomes
health information
weight loss