MIRACLE’s Naive Approach to Medical Images Annotation

Villena Román, Julio and González Cristóbal, José Carlos and Goñi Menoyo, José Miguel and Martínez Fernández, José Luis (2005). MIRACLE’s Naive Approach to Medical Images Annotation. In: "6th Workshop of the Cross-Language Evaluation Forum, CLEF 2005", 21/09/2005-23/09/2005, Viena, Austria.

Description

Title: MIRACLE’s Naive Approach to Medical Images Annotation
Author/s:
  • Villena Román, Julio
  • González Cristóbal, José Carlos
  • Goñi Menoyo, José Miguel
  • Martínez Fernández, José Luis
Item Type: Presentation at Congress or Conference (Article)
Event Title: 6th Workshop of the Cross-Language Evaluation Forum, CLEF 2005
Event Dates: 21/09/2005-23/09/2005
Event Location: Viena, Austria
Title of Book: Working Notes for the CLEF 2005 Workshop
Date: 2005
Subjects:
Freetext Keywords: Linguistic Engineering, Information Retrieval, medical images, image annotation, learning algorithms, decision table, nearest-neighbour, Weka.
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Ingeniería de Sistemas Telemáticos [hasta 2014]
UPM's Research Group: Grupo de Sistemas Inteligentes
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

One of the proposed tasks of the ImageCLEF 2005 campaign has been an Automatic Annotation Task. The objective is to provide the classification of a given set of 1,000 previously unseen medical (radiological) images according to 57 predefined categories covering different medical pathologies. 9,000 classified training images are given which can be used in any way to train a classifier. The Automatic Annotation task uses no textual information, but image-content information only. This paper describes our participation in the automatic annotation task of ImageCLEF 2005.

More information

Item ID: 4696
DC Identifier: http://oa.upm.es/4696/
OAI Identifier: oai:oa.upm.es:4696
Official URL: http://ims-sites.dei.unipd.it/documents/71612/86362/CLEF2005wn-ImageCLEF-VillenaRomanEt2005b.pdf
Deposited by: Memoria Investigacion
Deposited on: 25 Oct 2010 08:05
Last Modified: 20 Apr 2016 13:48
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