A supervised cooperative learning system for early detection of language disorders

Martín Ruiz, María Luisa; Valero Duboy, Miguel Ángel; Pau de la Cruz, Iván; Peñafiel Puerto, María y Torcal Loriente, Carmen (2014). A supervised cooperative learning system for early detection of language disorders. En: "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.

Descripción

Título: A supervised cooperative learning system for early detection of language disorders
Autor/es:
  • Martín Ruiz, María Luisa
  • Valero Duboy, Miguel Ángel
  • Pau de la Cruz, Iván
  • Peñafiel Puerto, María
  • Torcal Loriente, Carmen
Tipo de Documento: Ponencia en Congreso o Jornada (Artículo)
Título del Evento: 2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2014)
Fechas del Evento: 07/04/2014 - 09/04/2014
Lugar del Evento: Granada
Título del Libro: Proceedings IWBBIO 2014 International Work-Conference on Bioinformatics and Biomedical Engineering Granada April, 7-9 2014
Fecha: 2014
ISBN: 978-84-15814-84-9
Volumen: 1
Materias:
Palabras Clave Informales: Information processing for pediatrics health care, Computational support for clinical decisions on language disorders, E-Health applications
Escuela: E.T.S.I. y Sistemas de Telecomunicación (UPM)
Departamento: Ingeniería Telemática y Electrónica
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

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.

Proyectos asociados

TipoCódigoAcrónimoResponsableTítulo
Gobierno de EspañaTIN2010-20510-C04-01Sin especificarSin especificarSin especificar

Más información

ID de Registro: 35131
Identificador DC: http://oa.upm.es/35131/
Identificador OAI: oai:oa.upm.es:35131
Depositado por: Memoria Investigacion
Depositado el: 28 Mar 2016 16:19
Ultima Modificación: 28 Mar 2016 16:51
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