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Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks

Müller, Henning and Kalpathy-Cramer, Jayashree and Garcia Seco De Herrera, Alba (2019) 'Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks.' In: Ferro, Nicola and Peters, Carol, (eds.) Information Retrieval Evaluation in a Changing World Lessons Learned from 20 Years of CLEF. The Information Retrieval Series, 41 . Springer. ISBN 978-3-030-22947-4

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Abstract

The medical tasks in ImageCLEF have been run every year from 2004-2018 and many different tasks and data sets have been used over these years. The created resources are being used by many researchers well beyond the actual evaluation campaigns and are allowing to compare the performance of many techniques on the same grounds and in a reproducible way. Many of the larger data sets are from the medical literature, as such images are easier to obtain and to share than clinical data, which was used in a few smaller ImageCLEF challenges that are specifically marked with the disease type and anatomic region. This chapter describes the main results of the various tasks over the years, including data, participants, types of tasks evaluated and also the lessons learned in organizing such tasks for the scientific community.

Item Type: Book Section
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Elements
Date Deposited: 27 Jan 2020 11:34
Last Modified: 14 Aug 2020 01:00
URI: http://repository.essex.ac.uk/id/eprint/26579

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