Medical case-based retrieval by leveraging medical ontology and physician feedback: UIUC-IBM at ImageCLEF 2010

Parikshit Sondhi; Jimeng Sun; Chengxiang Zhai; Robert Sorrentino; Martin S. Kohn; Shahram Ebadollahi; Yanen Li

Medical case-based retrieval by leveraging medical ontology and physician feedback: UIUC-IBM at ImageCLEF 2010

Parikshit Sondhi, Jimeng Sun, Chengxiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li

Research output: Contribution to journal › Conference article › peer-review

Abstract

This paper reports the experiment results of the UIUC-IBM team in participating in the medical case retrieval task of ImageCLEF 2010. We experimented with multiple methods to leverage medical ontology and user (physician) feedback; both have worked very well, achieving the best retrieval performance among all the submissions.

Original language	English (US)
Journal	CEUR Workshop Proceedings
Volume	1176
State	Published - 2010
Event	2010 Cross Language Evaluation Forum Conference, CLEF 2010 - Padua, Italy Duration: Sep 22 2010 → Sep 23 2010

Keywords

Feedback
Language model
MeSH
Medical information retrieval
Medical ontology
UMLS

ASJC Scopus subject areas

General Computer Science

Library availability

Discover UIUC Full Text

Cite this

@article{c8ffda82d24c425c9da6b622f6c175f0,

title = "Medical case-based retrieval by leveraging medical ontology and physician feedback: UIUC-IBM at ImageCLEF 2010",

abstract = "This paper reports the experiment results of the UIUC-IBM team in participating in the medical case retrieval task of ImageCLEF 2010. We experimented with multiple methods to leverage medical ontology and user (physician) feedback; both have worked very well, achieving the best retrieval performance among all the submissions.",

keywords = "Feedback, Language model, MeSH, Medical information retrieval, Medical ontology, UMLS",

author = "Parikshit Sondhi and Jimeng Sun and Chengxiang Zhai and Robert Sorrentino and Kohn, {Martin S.} and Shahram Ebadollahi and Yanen Li",

year = "2010",

language = "English (US)",

volume = "1176",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

publisher = "CEUR-WS",

note = "2010 Cross Language Evaluation Forum Conference, CLEF 2010 ; Conference date: 22-09-2010 Through 23-09-2010",

}

TY - JOUR

T1 - Medical case-based retrieval by leveraging medical ontology and physician feedback

T2 - 2010 Cross Language Evaluation Forum Conference, CLEF 2010

AU - Sondhi, Parikshit

AU - Sun, Jimeng

AU - Zhai, Chengxiang

AU - Sorrentino, Robert

AU - Kohn, Martin S.

AU - Ebadollahi, Shahram

AU - Li, Yanen

PY - 2010

Y1 - 2010

N2 - This paper reports the experiment results of the UIUC-IBM team in participating in the medical case retrieval task of ImageCLEF 2010. We experimented with multiple methods to leverage medical ontology and user (physician) feedback; both have worked very well, achieving the best retrieval performance among all the submissions.

AB - This paper reports the experiment results of the UIUC-IBM team in participating in the medical case retrieval task of ImageCLEF 2010. We experimented with multiple methods to leverage medical ontology and user (physician) feedback; both have worked very well, achieving the best retrieval performance among all the submissions.

KW - Feedback

KW - Language model

KW - MeSH

KW - Medical information retrieval

KW - Medical ontology

KW - UMLS

UR - http://www.scopus.com/inward/record.url?scp=84922031646&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84922031646&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:84922031646

SN - 1613-0073

VL - 1176

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

Y2 - 22 September 2010 through 23 September 2010

ER -

Medical case-based retrieval by leveraging medical ontology and physician feedback: UIUC-IBM at ImageCLEF 2010

Abstract

Keywords

ASJC Scopus subject areas

Library availability

Related links

Fingerprint

Cite this