Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
A Supervised Cooperative Learning System for Early Detection of Language Disorders
Year:2014
Research Areas
  • Internet,
  • Telematics
Information
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.
International
Si
Congress
IWBBIO 2014 (2nd International Work-Conference on Bioinformatics and Biomedical Engineering)
960
Place
Granada
Reviewers
Si
ISBN/ISSN
1439-4235
Start Date
07/04/2014
End Date
09/04/2014
From page
766
To page
777
Proceedings IWBBIO 2014
Participants
  • Autor: Maria Luisa Martin Ruiz (UPM)
  • Autor: Miguel Angel Valero Duboy (UPM)
  • Autor: Ivan Pau De la Cruz (UPM)
  • Autor: María Peñafiel Puerto
  • Autor: Carmen Torcal Loriente
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Sistemas Telemáticos para la Sociedad de la Información y el conocimiento
  • Departamento: Ingeniería Telemática y Electrónica
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