Generating reference models for structurally complex data: application to the stabilometry medical domain

Alonso Amo, Fernando and Lara Torralbo, Juan Alfonso and Martínez Normand, Loïc and Pérez Pérez, Aurora and Caraça-Valente Hernández, Juan Pedro (2013). Generating reference models for structurally complex data: application to the stabilometry medical domain. "Methods of Information in Medicine", v. 52 (n. 5); pp. 441-453. ISSN 0026-1270. https://doi.org/10.3414/ME12-01-0106.

Description

Title: Generating reference models for structurally complex data: application to the stabilometry medical domain
Author/s:
  • Alonso Amo, Fernando
  • Lara Torralbo, Juan Alfonso
  • Martínez Normand, Loïc
  • Pérez Pérez, Aurora
  • Caraça-Valente Hernández, Juan Pedro
Item Type: Article
Título de Revista/Publicación: Methods of Information in Medicine
Date: 2013
Volume: 52
Subjects:
Faculty: Facultad de Informática (UPM)
Department: Lenguajes y Sistemas Informáticos e Ingeniería del Software
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

We present a framework specially designed to deal with structurally complex data, where all individuals have the same structure, as is the case in many medical domains. A structurally complex individual may be composed of any type of singlevalued or multivalued attributes, including time series, for example. These attributes are structured according to domain-dependent hierarchies. Our aim is to generate reference models of population groups. These models represent the population archetype and are very useful for supporting such important tasks as diagnosis, detecting fraud, analyzing patient evolution, identifying control groups, etc.

More information

Item ID: 26397
DC Identifier: http://oa.upm.es/26397/
OAI Identifier: oai:oa.upm.es:26397
DOI: 10.3414/ME12-01-0106
Official URL: http://www.schattauer.de/en/magazine/subject-areas/journals-a-z/methods/contents/archivestandard/issue/1798.html
Deposited by: Memoria Investigacion
Deposited on: 21 Jul 2014 09:34
Last Modified: 30 Nov 2017 09:51
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