Literature DB >> 23773955

Enabling the use of hereditary information from pedigree tools in medical knowledge-based systems.

Pablo Gay1, Beatriz López, Albert Plà, Jordi Saperas, Carles Pous.   

Abstract

The use of family information is a key issue to deal with inheritance illnesses. This kind of information use to come in the form of pedigree files, which contain structured information as tree or graphs, which explains the family relationships. Knowledge-based systems should incorporate the information gathered by pedigree tools to assess medical decision making. In this paper, we propose a method to achieve such a goal, which consists on the definition of new indicators, and methods and rules to compute them from family trees. The method is illustrated with several case studies. We provide information about its implementation and integration on a case-based reasoning tool. The method has been experimentally tested with breast cancer diagnosis data. The results show the feasibility of our methodology.
Copyright © 2013 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Decision support; Feature construction; Knowledge-based system; Medical applications; Modeling; Structured data

Mesh:

Year:  2013        PMID: 23773955     DOI: 10.1016/j.jbi.2013.06.003

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  1 in total

Review 1.  A 2014 medical informatics perspective on clinical decision support systems: do we hit the ceiling of effectiveness?

Authors:  J Bouaud; J-B Lamy
Journal:  Yearb Med Inform       Date:  2014-08-15
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.