Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Analysis of the Acoustic Power Emitted by a Physiotherapeutic Ultrasound Equipment Used at the Brazilian Air Force Academy Read chapter Read first chapter

2022 | OriginalPaper | Chapter

Fuzzy System for Identifying Pregnancy with a Risk of Maternal Death

Authors : C.  M.  D.  Xesquevixos, E. Araujo

Published in: XXVII Brazilian Congress on Biomedical Engineering

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

A fuzzy system for identifying pregnancy with a risk of maternal death is proposed in this paper. The system aims at identifying a high risk of maternal death, be it during pregnancy, or within 42 h after childbirth. The maternal age, number of prenatal appointments, and previous number of children/childbirth correspond to the input linguistic variables used to compute the risk of maternal death. The proposed approach employs the Mamdani inference system to represent the uncertainty and imprecision concerning the sort of diagnosing variables. Results demonstrate that the non-invasive system can be used by different health professionals, including in a screening process for pregnancy, thus avoiding maternal deaths.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now
previous chapter Autism Spectrum Disorder: Smart Child Stimulation Center for Integrating Therapies
next chapter Evaluation of Temperature Changes Promoted in Dental Enamel, Dentin and Pulp During the Tooth Whitening with Different Light Sources
Footnotes
1
Disclaimer: The fuzzy rules listed here should not be used in clinical diagnosis without consulting experienced physicians.
 
Literature
1.
Alencar CA Jr (2006) Os elevados índices de mortalidade materna no Brasil: razões para sua permanência. Revista Brasileira de Ginecologia e Obstetrícia 28:377–379
2.
Organization World Health, Unicef, Others Trends in maternal mortality (1990) to 2010: WHO. UNICEF, UNFPA and The World Bank estimates, p 2012
3.
ONU Brasil (2016) Transformando Nosso Mundo: a Agenda 2030 para o Desenvolvimento Sustentável
4.
Brasil (2009) Manual dos Comites da Mortalidade Materna
5.
Kassebaum NJ, Bertozzi-Villa AV, Coggeshall MS et al (2014) Global, regional, and national levels and causes of maternal mortality during 1990–2013: a systematic analysis for the global burden of disease study 2013. Lancet 384:980–1004
6.
Victora CG, Aquino EML, Maria CL, Monteiro CA, Barros FC, Szwarcwald CL (2011) Maternal and child health in Brazil: progress and challenges. Lancet 377:1863–1876CrossRef
7.
Sumon SA, Rahman RM (2018) Fuzzy predictive model for estimating the risk level of maternal mortality while childbirth. In: 2018 international conference on intelligent systems (IS). IEEE, pp 73–79
8.
Say L, Chou D, Gemmill A et al (2014) Global causes of maternal death: a WHO systematic analysis. Lancet Glob Health 2:e323–e333CrossRef
9.
Legese T, Abdulahi M, Dirar A (2016) Risk factors of maternal death in Jimma University specialized hospital: a matched case control study. Am J Public Health Res 4:120–7
10.
Brasil (2012) Gestação de alto risco: manual técnico
11.
Tabish SA (2020) Global maternal, newborn, and child health: so near and yet so far. Int J Sci Res 9
12.
Mamdani EH, Assilian S (1993) An experiment in linguistic synthesis with a fuzzy logic controller. Read Fuzzy Sets Intell Syst:283–289
13.
Viana RC, Novaes MRCG, Calderon IMP (2011) Mortalidade materna: uma abordagem atualizada Comunicação em Ciências da Saúde, pp 141–152
14.
Sayem AM, Nury ATMS (2011) Factors associated with teenage marital pregnancy among Bangladeshi women. Reproduct Health 8:16CrossRef
15.
Neal S, Matthews Z, Frost M, Fogstad H, Camacho A, Laski L (2012) Childbearing in adolescents aged 12–15 years in low resource countries: a neglected issue. New estimates from demographic and household surveys in 42 countries. Acta obstetricia et gynecologica Scandinavica 91:1114–1118
16.
Geneva WHO (2000) Global health estimates 2015: deaths by cause age. Sex, by country and by region 2015:2016
17.
Darroch JE, Woog V, Bankole A, Ashford LS, Points K (20016) Costs and benefits of meeting the contraceptive needs of adolescents .Guttmacher Institute
18.
Calderon IMP, Cecatti JG, Vega CEP (2006) Intervenções benéficas no pré-natal para prevenção da mortalidade materna. Revista Brasileira de Ginecologia e Obstetrícia 28:310–315
Metadata
Title
Fuzzy System for Identifying Pregnancy with a Risk of Maternal Death
Authors
C.  M.  D.  Xesquevixos
E. Araujo
Copyright Year
2022
Book
XXVII Brazilian Congress on Biomedical Engineering

Print ISBN: 978-3-030-70600-5

Electronic ISBN: 978-3-030-70601-2

Copyright Year: 2022

DOI
https://doi.org/10.1007/978-3-030-70601-2_153