{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T17:44:42Z","timestamp":1767116682123,"version":"3.40.5"},"reference-count":32,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/100000092","name":"U.S. National Library of Medicine","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000092","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006229","name":"Oak Ridge Institute for Science and Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006229","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["medicalimagingandgraphics.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computerized Medical Imaging and Graphics"],"published-print":{"date-parts":[[2015,1]]},"DOI":"10.1016\/j.compmedimag.2014.06.006","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T23:15:56Z","timestamp":1403219756000},"page":"3-13","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":13,"special_numbering":"C","title":["Literature-based biomedical image classification and retrieval"],"prefix":"10.1016","volume":"39","author":[{"given":"Matthew S.","family":"Simpson","sequence":"first","affiliation":[]},{"given":"Daekeun","family":"You","sequence":"additional","affiliation":[]},{"given":"Md Mahmudur","family":"Rahman","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0644-385X","authenticated-orcid":false,"given":"Zhiyun","family":"Xue","sequence":"additional","affiliation":[]},{"given":"Dina","family":"Demner-Fushman","sequence":"additional","affiliation":[]},{"given":"Sameer","family":"Antani","sequence":"additional","affiliation":[]},{"given":"George","family":"Thoma","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.compmedimag.2014.06.006_bib0005","doi-asserted-by":"crossref","first-page":"5:1","DOI":"10.1145\/1348246.1348248","article-title":"Image retrieval: ideas, influences, and trends of the new age","volume":"40","author":"Datta","year":"2008","journal-title":"ACM Comput Surv"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0010","series-title":"Working notes of CLEF 2013","first-page":"1","article-title":"Overview of the ImageCLEF 2013 medical tasks","author":"de Herrera","year":"2013"},{"year":"2010","series-title":"ImageCLEF: experimental evaluation in visual information retrieval; vol. 32 of the information retrieval series","key":"10.1016\/j.compmedimag.2014.06.006_bib0015"},{"issue":"6","key":"10.1016\/j.compmedimag.2014.06.006_bib0020","doi-asserted-by":"crossref","first-page":"664","DOI":"10.1016\/j.ipm.2009.04.008","article-title":"Retrieval parameter optimization using genetic algorithms","volume":"45","author":"Fujita","year":"2009","journal-title":"Inf Process Manage"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0025","series-title":"Proceedings of the 15th ACM international conference on information and knowledge management","first-page":"585","article-title":"Optimization methods for ranking functions with multiple parameters","author":"Taylor","year":"2006"},{"issue":"3","key":"10.1016\/j.compmedimag.2014.06.006_bib0030","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1007\/s10791-009-9110-3","article-title":"Gradient descent optimization of smoothed information retrieval metrics","volume":"13","author":"Chapelle","year":"2010","journal-title":"Inf Retr"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0045","series-title":"Proceedings of the 9th international workshop on image analysis for multimedia interactive services","first-page":"191","article-title":"FCTH: Fuzzy color and texture histogram: a low level feature for accurate image retrieval","author":"Chatzichristofis","year":"2008"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0050","series-title":"Proceedings of World Academy of Science, Engineering and Technology; vol. 36","first-page":"1264","article-title":"Statistical texture analysis","author":"Srinivasan","year":"2008"},{"year":"2003","series-title":"The local binary pattern approach to texture analysis \u2013 extensions and applications","author":"M\u00e4enp\u00e4\u00e4","key":"10.1016\/j.compmedimag.2014.06.006_bib0055"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0060","series-title":"Proceedings of the seventh IEEE international conference on computer vision; vol. 2","first-page":"1150","article-title":"Object recognition from local scale-invariant features","author":"Lowe","year":"1999"},{"issue":"6","key":"10.1016\/j.compmedimag.2014.06.006_bib0065","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1109\/TSMC.1978.4309999","article-title":"Textural features corresponding to visual perception","volume":"8","author":"Tamura","year":"1978","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"6","key":"10.1016\/j.compmedimag.2014.06.006_bib0070","doi-asserted-by":"crossref","first-page":"688","DOI":"10.1109\/76.927421","article-title":"Overview of the MPEG-7 standard","volume":"11","author":"Chang","year":"2001","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0075","series-title":"Proceedings of the 6th international conference on computer vision systems; vol. 5008 of lecture notes in computer science","first-page":"312","article-title":"CEDD: Color and edge directivity descriptor: a compact descriptor for image indexing and retrieval","author":"Chatzichristofis","year":"2008"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0080","series-title":"Proceedings of the 22nd IEEE international symposium on computer-based medical systems","first-page":"1","article-title":"A medical image retrieval framework in correlation enhanced visual concept feature space","author":"Rahman","year":"2009"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0085","series-title":"Proceedings of the 16th ACM international conference on multimedia","first-page":"1085","article-title":"LIRe: Lucene image retrieval \u2013 an extensible java CBIR library","author":"Lux","year":"2008"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0090","article-title":"Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping","author":"Simpson","year":"2013","journal-title":"Inf Retr"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0095","series-title":"Proceedings of the eighteenth annual ACM-SIAM symposium on discrete algorithms, SODA\u201907","first-page":"1027","article-title":"k-means++: the advantages of careful seeding","author":"Arthur","year":"2007"},{"issue":"1","key":"10.1016\/j.compmedimag.2014.06.006_bib0100","doi-asserted-by":"crossref","DOI":"10.1145\/1656274.1656278","article-title":"The WEKA data mining software: an update","volume":"11","author":"Hall","year":"2009","journal-title":"SIGKDD explorations"},{"issue":"5","key":"10.1016\/j.compmedimag.2014.06.006_bib0105","doi-asserted-by":"crossref","first-page":"893","DOI":"10.1002\/asi.22810","article-title":"Image retrieval from scientific publications: text and image content processing to separate multi-panel figures","volume":"64","author":"Apostolova","year":"2013","journal-title":"J Am Soc Inf Sci Technol"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0110","series-title":"Proceedings of SPIE; vol. 8674 of medical imaging 2013: advanced PACS-based imaging informatics and therapeutic applications","article-title":"Text- and content-based biomedical image modality classification","author":"You","year":"2013"},{"issue":"5","key":"10.1016\/j.compmedimag.2014.06.006_bib0115","doi-asserted-by":"crossref","first-page":"977","DOI":"10.1016\/j.patcog.2003.10.012","article-title":"Text information extraction in images and video: a survey","volume":"37","author":"Jung","year":"2004","journal-title":"Pattern Recogn"},{"issue":"3","key":"10.1016\/j.compmedimag.2014.06.006_bib0120","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1197\/jamia.M2233","article-title":"Essie: a concept-based search engine for structured biomedical text","volume":"1","author":"Ide","year":"2007","journal-title":"J Am Med Inform Assoc"},{"issue":"3","key":"10.1016\/j.compmedimag.2014.06.006_bib0125","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1136\/jamia.2000.0070313","article-title":"Design and implementation of a national clinical trials registry","volume":"7","author":"McCray","year":"2000","journal-title":"J Am Med Inform Assoc"},{"issue":"4","key":"10.1016\/j.compmedimag.2014.06.006_bib0130","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1055\/s-0038-1634945","article-title":"The unified medical language system","volume":"32","author":"Lindberg","year":"1993","journal-title":"Methods Inf Med"},{"issue":"1","key":"10.1016\/j.compmedimag.2014.06.006_bib0135","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1162\/coli.2007.33.1.63","article-title":"Answering clinical questions with knowledge-based and statistical techniques","volume":"33","author":"Demner-Fushman","year":"2007","journal-title":"Comput Linguist"},{"year":"2009","series-title":"An introduction to information retrieval","author":"Manning","key":"10.1016\/j.compmedimag.2014.06.006_bib0140"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0145","series-title":"Proceedings of the 22nd international conference on machine learning","first-page":"89","article-title":"Learning to rank using gradient descent","author":"Burges","year":"2005"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0150","series-title":"Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval","first-page":"687","article-title":"Using gradient descent to optimize language modeling smoothing parameters","author":"Metzler","year":"2007"},{"issue":"5","key":"10.1016\/j.compmedimag.2014.06.006_bib0155","doi-asserted-by":"crossref","first-page":"1190","DOI":"10.1137\/0916069","article-title":"A limited memory algorithm for bound constrained optimization","volume":"16","author":"Byrd","year":"1995","journal-title":"SIAM J Sci Comput"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0160","series-title":"Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval","first-page":"71","article-title":"Alternatives to bpref","author":"Sakai","year":"2007"},{"key":"10.1016\/j.compmedimag.2014.06.006_bib0165","series-title":"Proceedings of the sixteenth ACM conference on information and knowledge management","first-page":"623","article-title":"A comparison of statistical significance tests for information retrieval evaluation","author":"Smucker","year":"2007"},{"issue":"70","key":"10.1016\/j.compmedimag.2014.06.006_bib0170","article-title":"Rare clinical experiences for surgical treatment of melanoma with osseous metastases in Taiwan","volume":"8","author":"Huang","year":"2007","journal-title":"BMC Musculoskelet Disord"}],"container-title":["Computerized Medical Imaging and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0895611114000998?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0895611114000998?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,8,11]],"date-time":"2019-08-11T15:09:01Z","timestamp":1565536141000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0895611114000998"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1]]},"references-count":32,"alternative-id":["S0895611114000998"],"URL":"https:\/\/doi.org\/10.1016\/j.compmedimag.2014.06.006","relation":{},"ISSN":["0895-6111"],"issn-type":[{"type":"print","value":"0895-6111"}],"subject":[],"published":{"date-parts":[[2015,1]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Literature-based biomedical image classification and retrieval","name":"articletitle","label":"Article Title"},{"value":"Computerized Medical Imaging and Graphics","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.compmedimag.2014.06.006","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}]}}