Literature DB >> 18769965

The ImageCLEFmed medical image retrieval task test collection.

William Hersh1, Henning Müller, Jayashree Kalpathy-Cramer.   

Abstract

A growing number of clinicians, educators, researchers, and others use digital images in their work and search for them via image retrieval systems. Yet, this area of information retrieval is much less understood and developed than searching for text-based content, such as biomedical literature and its derivations. The goal of the ImageCLEF medical image retrieval task (ImageCLEFmed) is to improve understanding and system capability in search for medical images. In this paper, we describe the development and use of a medical image test collection designed to facilitate research with image retrieval systems and their users. We also provide baseline results with the new collection and describe them in the context of past research with portions of the collection.

Mesh:

Year:  2008        PMID: 18769965      PMCID: PMC3043731          DOI: 10.1007/s10278-008-9154-8

Source DB:  PubMed          Journal:  J Digit Imaging        ISSN: 0897-1889            Impact factor:   4.056


  4 in total

1.  Advancing biomedical image retrieval: development and analysis of a test collection.

Authors:  William R Hersh; Henning Müller; Jeffery R Jensen; Jianji Yang; Paul N Gorman; Patrick Ruch
Journal:  J Am Med Inform Assoc       Date:  2006-06-23       Impact factor: 4.497

2.  GoldMiner: a radiology image search engine.

Authors:  Charles E Kahn; Cheng Thao
Journal:  AJR Am J Roentgenol       Date:  2007-06       Impact factor: 3.959

3.  Automatic image modality based classification and annotation to improve medical image retrieval.

Authors:  Jayashree Kalpathy-Cramer; William Hersh
Journal:  Stud Health Technol Inform       Date:  2007

4.  Enhancing access to the Bibliome: the TREC 2004 Genomics Track.

Authors:  William R Hersh; Ravi Teja Bhupatiraju; Laura Ross; Phoebe Roberts; Aaron M Cohen; Dale F Kraemer
Journal:  J Biomed Discov Collab       Date:  2006-03-13
  4 in total
  8 in total

1.  Automated retrieval of CT images of liver lesions on the basis of image similarity: method and preliminary results.

Authors:  Sandy A Napel; Christopher F Beaulieu; Cesar Rodriguez; Jingyu Cui; Jiajing Xu; Ankit Gupta; Daniel Korenblum; Hayit Greenspan; Yongjun Ma; Daniel L Rubin
Journal:  Radiology       Date:  2010-05-26       Impact factor: 11.105

Review 2.  Content-based medical image retrieval: a survey of applications to multidimensional and multimodality data.

Authors:  Ashnil Kumar; Jinman Kim; Weidong Cai; Michael Fulham; Dagan Feng
Journal:  J Digit Imaging       Date:  2013-12       Impact factor: 4.056

3.  Improving retrieval performance in medical image databases using simulated annealing.

Authors:  Jing Ginger Han; Chi-Ren Shyu
Journal:  AMIA Annu Symp Proc       Date:  2010-11-13

4.  Do physicians make their articles readable for their blind or low-vision patients? An analysis of current image processing practices in biomedical journals from the point of view of accessibility.

Authors:  Bruno Splendiani; Mireia Ribera; Roberto Garcia; Miquel Termens
Journal:  J Digit Imaging       Date:  2014-08       Impact factor: 4.056

Review 5.  Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013.

Authors:  Jayashree Kalpathy-Cramer; Alba García Seco de Herrera; Dina Demner-Fushman; Sameer Antani; Steven Bedrick; Henning Müller
Journal:  Comput Med Imaging Graph       Date:  2014-03-27       Impact factor: 4.790

6.  Quantifying the margin sharpness of lesions on radiological images for content-based image retrieval.

Authors:  Jiajing Xu; Sandy Napel; Hayit Greenspan; Christopher F Beaulieu; Neeraj Agrawal; Daniel Rubin
Journal:  Med Phys       Date:  2012-09       Impact factor: 4.071

7.  Towards case-based medical learning in radiological decision making using content-based image retrieval.

Authors:  Petra Welter; Thomas M Deserno; Benedikt Fischer; Rolf W Günther; Cord Spreckelsen
Journal:  BMC Med Inform Decis Mak       Date:  2011-10-27       Impact factor: 2.796

Review 8.  Searching for scientific evidence in a pandemic: An overview of TREC-COVID.

Authors:  Kirk Roberts; Tasmeer Alam; Steven Bedrick; Dina Demner-Fushman; Kyle Lo; Ian Soboroff; Ellen Voorhees; Lucy Lu Wang; William R Hersh
Journal:  J Biomed Inform       Date:  2021-07-08       Impact factor: 8.000

  8 in total

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