Literature DB >> 11079959

Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil.

L Ohno-Machado1, R Lacson, E Massad.   

Abstract

In 1997, health authorities of the state of São Paulo, Brazil designed a vaccination campaign against measles based on a decision model that utilized fuzzy logic. The chosen mass vaccination strategy was implemented and changed the natural course of the epidemic in that state. We have built a model using a decision tree and compare it to the fuzzy logic model. Using essentially the same set of assumptions about this problem, we contrast the two approaches. The models identify the same strategy as being the best one, but exhibit differences in the ranking of the remaining strategies.

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Year:  2000        PMID: 11079959      PMCID: PMC2244038     

Source DB:  PubMed          Journal:  Proc AMIA Symp        ISSN: 1531-605X


  8 in total

1.  Fuzzy logic and measles vaccination: designing a control strategy.

Authors:  E Massad; M N Burattini; N R Ortega
Journal:  Int J Epidemiol       Date:  1999-06       Impact factor: 7.196

2.  Distributed decision support using a web-based interface: prevention of sudden cardiac death.

Authors:  G D Sanders; C G Hagerty; F A Sonnenberg; M A Hlatky; D K Owens
Journal:  Med Decis Making       Date:  1999 Apr-Jun       Impact factor: 2.583

Review 3.  A clinician's guide to cost-effectiveness analysis.

Authors:  A S Detsky; I G Naglie
Journal:  Ann Intern Med       Date:  1990-07-15       Impact factor: 25.391

4.  A methodology for generating computer-based explanations of decision-theoretic advice.

Authors:  C P Langlotz; E H Shortliffe; L M Fagan
Journal:  Med Decis Making       Date:  1988 Oct-Dec       Impact factor: 2.583

5.  A model-based design of a vaccination strategy against rubella in a non-immunized community of São Paulo State, Brazil.

Authors:  E Massad; M N Burattini; R S de Azevedo Neto; H M Yang; F A Coutinho; D M Zanetta
Journal:  Epidemiol Infect       Date:  1994-06       Impact factor: 2.451

6.  Patient-specific decisions about hormone replacement therapy in postmenopausal women.

Authors:  N F Col; M H Eckman; R H Karas; S G Pauker; R J Goldberg; E M Ross; R K Orr; J B Wong
Journal:  JAMA       Date:  1997-04-09       Impact factor: 56.272

7.  A decision analysis of streptokinase plus heparin as compared with heparin alone for deep-vein thrombosis.

Authors:  J J O'Meara; R A McNutt; A T Evans; S W Moore; S M Downs
Journal:  N Engl J Med       Date:  1994-06-30       Impact factor: 91.245

8.  The role of coronary angiography and coronary revascularization before noncardiac vascular surgery.

Authors:  J J Mason; D K Owens; R A Harris; J P Cooke; M A Hlatky
Journal:  JAMA       Date:  1995-06-28       Impact factor: 56.272

  8 in total
  2 in total

Review 1.  Decision trees: an overview and their use in medicine.

Authors:  Vili Podgorelec; Peter Kokol; Bruno Stiglic; Ivan Rozman
Journal:  J Med Syst       Date:  2002-10       Impact factor: 4.460

Review 2.  A systematic review of health economic evaluations of vaccines in Brazil.

Authors:  Ana Marli Christovam Sartori; Luciana Martins Rozman; Tassia Cristina Decimoni; Roseli Leandro; Hillegonda Maria Dutilh Novaes; Patrícia Coelho de Soárez
Journal:  Hum Vaccin Immunother       Date:  2017-01-27       Impact factor: 3.452

  2 in total

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