A Probabilistic Approach to Medical Image Retrieval

Koen Lubbers; Arjen P. de Vries; Theo Huibers; Paul van der Vet

doi:10.1007/11519645_74

A Probabilistic Approach to Medical Image Retrieval

Koen Lubbers, Arjen P. de Vries, Theo Huibers, Paul van der Vet

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

Abstract

We present a probabilistic approach to the medical retrieval task. We experimented with the Westerveld method [1] to obtain our results for ImageCLEF. In addition to these results we describe our findings of involving a medical expert in our research. The expert helped us identifying useful image retrieval applications and reflected upon the setup of ImageCLEF’s medical task. Finally we describe the evaluation of an interactive implementation of the probabilistic approach.

Original language	English
Title of host publication	Multilingual Information Access for Text, Speech and Images
Subtitle of host publication	5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers
Editors	Carol Peters, Paul Clough, Julio Gonzalo, Gareth J.F Jones, Michael Kluck, Bernardo Magnini
Place of Publication	Berlin, Heidelberg
Publisher	Springer
Pages	761-772
Number of pages	12
ISBN (Electronic)	978-3-540-32051-7
ISBN (Print)	978-3-540-27420-9
DOIs	https://doi.org/10.1007/11519645_74
Publication status	Published - 2005
Event	5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004 - Bath, United Kingdom Duration: 15 Sep 2004 → 17 Sep 2004 Conference number: 5

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	3491
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Workshop

Workshop	5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004
Abbreviated title	CLEF
Country	United Kingdom
City	Bath
Period	15/09/04 → 17/09/04

Keywords

METIS-227358
EWI-1811
Discrete Cosine Transform
Image retrieval
Academic Medical Centre
Query image
Mean average prcision

Access to Document

10.1007/11519645_74

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Lubbers, K., de Vries, A. P., Huibers, T., & van der Vet, P. (2005). A Probabilistic Approach to Medical Image Retrieval. In C. Peters, P. Clough, J. Gonzalo, G. J. F. Jones, M. Kluck, & B. Magnini (Eds.), Multilingual Information Access for Text, Speech and Images: 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers (pp. 761-772). (Lecture Notes in Computer Science; Vol. 3491). Springer. https://doi.org/10.1007/11519645_74

Lubbers, Koen ; de Vries, Arjen P. ; Huibers, Theo ; van der Vet, Paul. / A Probabilistic Approach to Medical Image Retrieval. Multilingual Information Access for Text, Speech and Images: 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers. editor / Carol Peters ; Paul Clough ; Julio Gonzalo ; Gareth J.F Jones ; Michael Kluck ; Bernardo Magnini. Berlin, Heidelberg : Springer, 2005. pp. 761-772 (Lecture Notes in Computer Science).

@inproceedings{774fd5b0c82540f29a775d6f48f9e216,

title = "A Probabilistic Approach to Medical Image Retrieval",

abstract = "We present a probabilistic approach to the medical retrieval task. We experimented with the Westerveld method [1] to obtain our results for ImageCLEF. In addition to these results we describe our findings of involving a medical expert in our research. The expert helped us identifying useful image retrieval applications and reflected upon the setup of ImageCLEF{\textquoteright}s medical task. Finally we describe the evaluation of an interactive implementation of the probabilistic approach.",

keywords = "METIS-227358, EWI-1811, Discrete Cosine Transform, Image retrieval, Academic Medical Centre, Query image, Mean average prcision",

author = "Koen Lubbers and {de Vries}, {Arjen P.} and Theo Huibers and {van der Vet}, Paul",

note = "Imported from HMI; 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, CLEF ; Conference date: 15-09-2004 Through 17-09-2004",

year = "2005",

doi = "10.1007/11519645_74",

language = "English",

isbn = "978-3-540-27420-9",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "761--772",

editor = "Carol Peters and Paul Clough and Julio Gonzalo and Jones, {Gareth J.F} and Michael Kluck and Bernardo Magnini",

booktitle = "Multilingual Information Access for Text, Speech and Images",

}

Lubbers, K, de Vries, AP, Huibers, T & van der Vet, P 2005, A Probabilistic Approach to Medical Image Retrieval. in C Peters, P Clough, J Gonzalo, GJF Jones, M Kluck & B Magnini (eds), Multilingual Information Access for Text, Speech and Images: 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers. Lecture Notes in Computer Science, vol. 3491, Springer, Berlin, Heidelberg, pp. 761-772, 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, United Kingdom, 15/09/04. https://doi.org/10.1007/11519645_74

A Probabilistic Approach to Medical Image Retrieval. / Lubbers, Koen; de Vries, Arjen P.; Huibers, Theo; van der Vet, Paul.

Multilingual Information Access for Text, Speech and Images: 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers. ed. / Carol Peters; Paul Clough; Julio Gonzalo; Gareth J.F Jones; Michael Kluck; Bernardo Magnini. Berlin, Heidelberg : Springer, 2005. p. 761-772 (Lecture Notes in Computer Science; Vol. 3491).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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T1 - A Probabilistic Approach to Medical Image Retrieval

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AU - de Vries, Arjen P.

AU - Huibers, Theo

AU - van der Vet, Paul

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PY - 2005

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N2 - We present a probabilistic approach to the medical retrieval task. We experimented with the Westerveld method [1] to obtain our results for ImageCLEF. In addition to these results we describe our findings of involving a medical expert in our research. The expert helped us identifying useful image retrieval applications and reflected upon the setup of ImageCLEF’s medical task. Finally we describe the evaluation of an interactive implementation of the probabilistic approach.

AB - We present a probabilistic approach to the medical retrieval task. We experimented with the Westerveld method [1] to obtain our results for ImageCLEF. In addition to these results we describe our findings of involving a medical expert in our research. The expert helped us identifying useful image retrieval applications and reflected upon the setup of ImageCLEF’s medical task. Finally we describe the evaluation of an interactive implementation of the probabilistic approach.

KW - METIS-227358

KW - EWI-1811

KW - Discrete Cosine Transform

KW - Image retrieval

KW - Academic Medical Centre

KW - Query image

KW - Mean average prcision

U2 - 10.1007/11519645_74

DO - 10.1007/11519645_74

M3 - Conference contribution

SN - 978-3-540-27420-9

T3 - Lecture Notes in Computer Science

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BT - Multilingual Information Access for Text, Speech and Images

A2 - Peters, Carol

A2 - Clough, Paul

A2 - Gonzalo, Julio

A2 - Jones, Gareth J.F

A2 - Kluck, Michael

A2 - Magnini, Bernardo

PB - Springer

CY - Berlin, Heidelberg

T2 - 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004

Y2 - 15 September 2004 through 17 September 2004

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Lubbers K, de Vries AP, Huibers T, van der Vet P. A Probabilistic Approach to Medical Image Retrieval. In Peters C, Clough P, Gonzalo J, Jones GJF, Kluck M, Magnini B, editors, Multilingual Information Access for Text, Speech and Images: 5th Workshop of the Cross-Language Evaluation Forum, CLEF 2004, Bath, UK, September 15-17, 2004, Revised Selected Papers. Berlin, Heidelberg: Springer. 2005. p. 761-772. (Lecture Notes in Computer Science). https://doi.org/10.1007/11519645_74