A supervised cooperative learning system for early detection of language disorders

Martín Ruiz, María Luisa and Valero Duboy, Miguel Ángel and Pau de la Cruz, Iván and Peñafiel Puerto, María and Torcal Loriente, Carmen (2014). A supervised cooperative learning system for early detection of language disorders. In: "2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2014)", 07/04/2014 - 09/04/2014, Granada. ISBN 978-84-15814-84-9. pp. 766-777.

Description

Title: A supervised cooperative learning system for early detection of language disorders
Author/s:
  • Martín Ruiz, María Luisa
  • Valero Duboy, Miguel Ángel
  • Pau de la Cruz, Iván
  • Peñafiel Puerto, María
  • Torcal Loriente, Carmen
Item Type: Presentation at Congress or Conference (Article)
Event Title: 2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2014)
Event Dates: 07/04/2014 - 09/04/2014
Event Location: Granada
Title of Book: Proceedings IWBBIO 2014 International Work-Conference on Bioinformatics and Biomedical Engineering Granada April, 7-9 2014
Date: 2014
ISBN: 978-84-15814-84-9
Volume: 1
Subjects:
Freetext Keywords: Information processing for pediatrics health care, Computational support for clinical decisions on language disorders, E-Health applications
Faculty: E.T.S.I. y Sistemas de Telecomunicación (UPM)
Department: Ingeniería Telemática y Electrónica
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The Quality of Life of a person may depend on early attention to his neurodevel-opment disorders in childhood. Identification of language disorders under the age of six years old can speed up required diagnosis and/or treatment processes. This paper details the enhancement of a Clinical Decision Support System (CDSS) aimed to assist pediatricians and language therapists at early identification and re-ferral of language disorders. The system helps to fine tune the Knowledge Base of Language Delays (KBLD) that was already developed and validated in clinical routine with 146 children. Medical experts supported the construction of Gades CDSS by getting scientific consensus from literature and fifteen years of regis-tered use cases of children with language disorders. The current research focuses on an innovative cooperative model that allows the evolution of the KBLD of Gades through the supervised evaluation of the CDSS learnings with experts¿ feedback. The deployment of the resulting system is being assessed under a mul-tidisciplinary team of seven experts from the fields of speech therapist, neonatol-ogy, pediatrics, and neurology.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainTIN2010-20510-C04-01UnspecifiedUnspecifiedUnspecified

More information

Item ID: 35131
DC Identifier: http://oa.upm.es/35131/
OAI Identifier: oai:oa.upm.es:35131
Deposited by: Memoria Investigacion
Deposited on: 28 Mar 2016 16:19
Last Modified: 28 Mar 2016 16:51
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