Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents

Alonso Calvo, Raul; Crespo del Arco, Jose; Maojo Garcia, Victor Manuel; Muñoz, Alberto; García Remesal, Miguel y Pérez del Rey, David (2011). Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents. En: "9th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2011", 06/04/2011 - 08/04/2011, Salamanca, España. ISBN 978-3-642-19874-8.

Descripción

Título: Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents
Autor/es:
  • Alonso Calvo, Raul
  • Crespo del Arco, Jose
  • Maojo Garcia, Victor Manuel
  • Muñoz, Alberto
  • García Remesal, Miguel
  • Pérez del Rey, David
Tipo de Documento: Ponencia en Congreso o Jornada (Artículo)
Título del Evento: 9th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2011
Fechas del Evento: 06/04/2011 - 08/04/2011
Lugar del Evento: Salamanca, España
Título del Libro: Proceedings of the 9th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2011
Fecha: 2011
ISBN: 978-3-642-19874-8
Materias:
Escuela: Facultad de Informática (UPM) [antigua denominación]
Departamento: Lenguajes y Sistemas Informáticos e Ingeniería del Software
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

Managing large medical image collections is an increasingly demanding important issue in many hospitals and other medical settings. A huge amount of this information is daily generated, which requires robust and agile systems. In this paper we present a distributed multi-agent system capable of managing very large medical image datasets. In this approach, agents extract low-level information from images and store them in a data structure implemented in a relational database. The data structure can also store semantic information related to images and particular regions. A distinctive aspect of our work is that a single image can be divided so that the resultant sub-images can be stored and managed separately by different agents to improve performance in data accessing and processing. The system also offers the possibility of applying some region-based operations and filters on images, facilitating image classification. These operations can be performed directly on data structures in the database.

Más información

ID de Registro: 11954
Identificador DC: http://oa.upm.es/11954/
Identificador OAI: oai:oa.upm.es:11954
URL Oficial: http://www.paams.net/
Depositado por: Memoria Investigacion
Depositado el: 25 Sep 2012 10:27
Ultima Modificación: 21 Abr 2016 11:08
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