Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006

William Hersh; Jayashree Kalpathy-Cramer; Jeffery Jensen

doi:10.1007/978-3-540-74999-8_81

Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006

William Hersh, Jayashree Kalpathy-Cramer, Jeffery Jensen

Medical Informatics and Clinical Epidemiology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

16 Scopus citations

Abstract

Oregon Health & Science University participated in both the medical retrieval and medical annotation tasks of ImageCLEF 2006. Our efforts in the retrieval task focused on manual modification of query statements and fusion of results from textual and visual retrieval techniques. Our results showed that manual modification of queries does improve retrieval performance, while data fusion of textual and visual techniques improves precision but lowers recall. However, since image retrieval may be a precision-oriented task, these data fusion techniques could be of value for many users. In the annotation task, we assessed a variety of learning techniques and obtained classification accuracy of up to 74% with test data.

Original language	English (US)
Title of host publication	Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers
Publisher	Springer-Verlag
Pages	660-669
Number of pages	10
ISBN (Print)	9783540749981
DOIs	https://doi.org/10.1007/978-3-540-74999-8_81
State	Published - 2007
Event	7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006 - Alicante, Spain Duration: Sep 20 2006 → Sep 22 2006

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4730 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006
Country/Territory	Spain
City	Alicante
Period	9/20/06 → 9/22/06

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-540-74999-8_81

Cite this

Hersh, W., Kalpathy-Cramer, J., & Jensen, J. (2007). Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006. In Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers (pp. 660-669). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4730 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-540-74999-8_81

Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006. / Hersh, William; Kalpathy-Cramer, Jayashree; Jensen, Jeffery.
Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers. Springer-Verlag, 2007. p. 660-669 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4730 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hersh, W, Kalpathy-Cramer, J & Jensen, J 2007, Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006. in Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4730 LNCS, Springer-Verlag, pp. 660-669, 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Alicante, Spain, 9/20/06. https://doi.org/10.1007/978-3-540-74999-8_81

Hersh W, Kalpathy-Cramer J, Jensen J. Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006. In Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers. Springer-Verlag. 2007. p. 660-669. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-74999-8_81

Hersh, William ; Kalpathy-Cramer, Jayashree ; Jensen, Jeffery. / Medical image retrieval and automated annotation : OHSU at ImageCLEF 2006. Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers. Springer-Verlag, 2007. pp. 660-669 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{0b4e202a61274124b9644d9253b8ee0c,

title = "Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006",

abstract = "Oregon Health & Science University participated in both the medical retrieval and medical annotation tasks of ImageCLEF 2006. Our efforts in the retrieval task focused on manual modification of query statements and fusion of results from textual and visual retrieval techniques. Our results showed that manual modification of queries does improve retrieval performance, while data fusion of textual and visual techniques improves precision but lowers recall. However, since image retrieval may be a precision-oriented task, these data fusion techniques could be of value for many users. In the annotation task, we assessed a variety of learning techniques and obtained classification accuracy of up to 74% with test data.",

author = "William Hersh and Jayashree Kalpathy-Cramer and Jeffery Jensen",

year = "2007",

doi = "10.1007/978-3-540-74999-8_81",

language = "English (US)",

isbn = "9783540749981",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer-Verlag",

pages = "660--669",

booktitle = "Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers",

note = "7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006 ; Conference date: 20-09-2006 Through 22-09-2006",

}

TY - GEN

T1 - Medical image retrieval and automated annotation

T2 - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006

AU - Hersh, William

AU - Kalpathy-Cramer, Jayashree

AU - Jensen, Jeffery

PY - 2007

Y1 - 2007

N2 - Oregon Health & Science University participated in both the medical retrieval and medical annotation tasks of ImageCLEF 2006. Our efforts in the retrieval task focused on manual modification of query statements and fusion of results from textual and visual retrieval techniques. Our results showed that manual modification of queries does improve retrieval performance, while data fusion of textual and visual techniques improves precision but lowers recall. However, since image retrieval may be a precision-oriented task, these data fusion techniques could be of value for many users. In the annotation task, we assessed a variety of learning techniques and obtained classification accuracy of up to 74% with test data.

AB - Oregon Health & Science University participated in both the medical retrieval and medical annotation tasks of ImageCLEF 2006. Our efforts in the retrieval task focused on manual modification of query statements and fusion of results from textual and visual retrieval techniques. Our results showed that manual modification of queries does improve retrieval performance, while data fusion of textual and visual techniques improves precision but lowers recall. However, since image retrieval may be a precision-oriented task, these data fusion techniques could be of value for many users. In the annotation task, we assessed a variety of learning techniques and obtained classification accuracy of up to 74% with test data.

UR - http://www.scopus.com/inward/record.url?scp=38049169494&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=38049169494&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-74999-8_81

DO - 10.1007/978-3-540-74999-8_81

M3 - Conference contribution

AN - SCOPUS:38049169494

SN - 9783540749981

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 660

EP - 669

BT - Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Revised Selected Papers

PB - Springer-Verlag

Y2 - 20 September 2006 through 22 September 2006

ER -

Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this