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Generating reference models for structurally complex data: application to the stabilometry medical domain
Citation
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 |
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| Author/s: |
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| Item Type: | Article |
| Título de Revista/Publicación: | Methods of Information in Medicine |
| Date: | 2013 |
| ISSN: | 0026-1270 |
| 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 |
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 |
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| DC Identifier: | https://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... |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 21 Jul 2014 09:34 |
| Last Modified: | 30 Nov 2017 09:51 |
