Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Electronic Health Records Analytics: Natural Language Processing and Image Annotation
Year:2014
Research Areas
  • Biomedicine,
  • Engineering,
  • Information technology and adata processing,
  • Dataprocessing
Information
Abstract
BigdataapplicationsintheHealthcaresectorindicateahigh potential for improving the overall efficiency and quality of care delivery. Health data analytics highly relies on the availability of Electronic Health Records (EHRs). The complexity of healthcare information management is not only due to the amount of data generated but also by its diver- sity and the challenges of extracting knowledge from unstructured data. Solutions have not proposed until now an integrated solution to process, mine and extract knowledge. In this paper we propose an architecture, TIDA, to deal in an integrated way with all the information contained in EHR. TIDA (Text, Image and Data Analytics) makes it possible to address the problem of Spanish text indexing in the healthcare domain by adapting different techniques and technologies, besides components have been included to deal with image segmentation.
International
Si
Congress
International Workshop on Big Data Applications and Principles
960
Place
Madrid
Reviewers
Si
ISBN/ISSN
84-15302-94-0
Start Date
11/09/2014
End Date
12/09/2014
From page
1
To page
15
Big Data Applications and Principles
Participants
  • Autor: Roberto Costumero Moreno (UPM)
  • Autor: Angel Mario García Pedrero (UPM)
  • Autor: Isaac Sánchez (Universidad Politécnica de Madrid)
  • Autor: Consuelo Gonzalo Martin (UPM)
  • Autor: Ernestina Menasalvas Ruiz (UPM)
Research Group, Departaments and Institutes related
  • Creador: Departamento: Lenguajes y Sistemas Informáticos e Ingeniería de Software
  • Departamento: Arquitectura y Tecnología de Sistemas Informáticos
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)