Abstract
Integrating relevant images into web-based information resources adds value for research and education. This work sought to evaluate the feasibility of using “Web 2.0” technologies to dynamically retrieve and integrate pertinent images into a radiology web site. An online radiology reference of 1,178 textual web documents was selected as the set of target documents. The ARRS GoldMiner™ image search engine, which incorporated 176,386 images from 228 peer-reviewed journals, retrieved images on demand and integrated them into the documents. At least one image was retrieved in real-time for display as an “inline” image gallery for 87% of the web documents. Each thumbnail image was linked to the full-size image at its original web site. Review of 20 randomly selected Collaborative Hypertext of Radiology documents found that 69 of 72 displayed images (96%) were relevant to the target document. Users could click on the “More” link to search the image collection more comprehensively and, from there, link to the full text of the article. A gallery of relevant radiology images can be inserted easily into web pages on any web server. Indexing by concepts and keywords allows context-aware image retrieval, and searching by document title and subject metadata yields excellent results. These techniques allow web developers to incorporate easily a context-sensitive image gallery into their documents.
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Boulos MN, Maramba I, Wheeler S: Wikis, blogs and podcasts: a new generation of Web-based tools for virtual collaborative clinical practice and education. BMC Med Educ 6:41, 2006
Giustini D: How Web 2.0 is changing medicine. BMJ 333:1283–1284, 2006
Kamel Boulos MN, Wheeler S: The emerging Web 2.0 social software: an enabling suite of sociable technologies in health and health care education. Health Info Libr J 24:2–23, 2007
Kahn CE Jr: CHORUS: a computer-based radiology handbook for international collaboration via the World Wide Web. RadioGraphics 15:963–970, 1995
Powell A: Expressing Dublin Core in HTML/XHTML meta and link elements. <http://dublincore.org/documents/dcq-html/>. Dublin Core Metadata Initiative, 2003. Accessed 17 Feb. 2007
Hersh WR, Greenes RA: SAPHIRE—an information retrieval system featuring concept matching, automatic indexing, probabilistic retrieval, and hierarchical relationships. Comput Biomed Res 23:410–425, 1990
Malet G, Munoz F, Appleyard R, Hersh W: A model for enhancing Internet medical document retrieval with “medical core metadata”. J Am Med Informatics Assoc 6:163–172, 1999
Humphreys BL, Lindberg DAB, Schoolman HM, Barnett GO: The Unified Medical Language System: an informatics research collaboration. J Am Med Informatics Assoc 5:1–11, 1998
Lindberg DAB, Humphreys BL, McCray AT: The Unified Medical Language System. Methods Inf Med 32:281–291, 1993
Aronson AR: Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program. Proc AMIA Symp 2001:17–21, 2001
Kahn CE Jr, Thao C: GoldMiner: a radiology image search engine. AJR Am J Roentgenol 188:1475–1478, 2007
Takanashi J, Tada H, Barkovich AJ, Saeki N, Kohno Y: Pituitary cysts in childhood evaluated by MR imaging. AJNR Am J Neuroradiol 26:2144–2147, 2005
Cho A: An introduction to mashups for health librarians. J Can Health Lib Assoc 28:19–22, 2007
Kahn CE Jr, Thao C, Rubin DL: Concept discovery in radiology figure captions: application of MetaMap Transfer (MMTx) to the ARRS GoldMiner database. In: Radiological Society of North America, Chicago, IL, 2007
Garrett JJ: Ajax: A New Approach to Web Applications. <http://www.adaptivepath.com/ideas/essays/archives/000385.php>. Adaptive Path, 2005. Accessed 28 January 2008
Muin M, Fontelo P, Ackerman M: PubMed Interact: an interactive search application for MEDLINE/PubMed. AMIA Annu Symp Proc 2006:1039, 2006
O'Reilly T: What Is Web 2.0: Design Patterns and Business Models for the Next Generation of Software. <http://www.oreilly.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html>. O'Reilly Media, Inc., 2005. Accessed 14 Dec. 2007
Streeter JL, Lu MT, Rybicki FJ: RadiologyWiki.org: the free radiology resource that anyone can edit. RadioGraphics 27:1193–1200, 2007
Nagy P, Kahn CE Jr, Boonn W, ET AL: Building virtual communities of practice. J Am Coll Radiol 3:716–720, 2006
Frankewitsch T, Prokosch U: Navigation in medical Internet image databases. Med Inform Internet Med 26:1–15, 2001
Lowe HJ, Antipov I, Hersh W, Smith CA: Towards knowledge-based retrieval of medical images.The role of semantic indexing, image content representation and knowledge-based retrieval. Proc AMIA Symp 882–886, 1998
Langlotz CP: RadLex:a new method for indexing online educational materials. RadioGraphics 26:1595–1597, 2006
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Kahn, C.E. Dynamic “Inline” Images: Context-Sensitive Retrieval and Integration of Images into Web Documents. J Digit Imaging 21, 274–279 (2008). https://doi.org/10.1007/s10278-008-9117-0
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DOI: https://doi.org/10.1007/s10278-008-9117-0