{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T16:28:06Z","timestamp":1768926486406,"version":"3.49.0"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2021,8,20]],"date-time":"2021-08-20T00:00:00Z","timestamp":1629417600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,8,20]],"date-time":"2021-08-20T00:00:00Z","timestamp":1629417600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2021,10]]},"DOI":"10.1007\/s11517-021-02392-0","type":"journal-article","created":{"date-parts":[[2021,8,20]],"date-time":"2021-08-20T14:04:15Z","timestamp":1629468255000},"page":"1993-2017","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Text-based multi-dimensional medical images retrieval according to the features-usage correlation"],"prefix":"10.1007","volume":"59","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1985-8720","authenticated-orcid":false,"given":"AliAsghar","family":"Safaei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,8,20]]},"reference":[{"key":"2392_CR1","unstructured":"Herpe G, Lederlin M, Naudin M, Ohana M, Chaumoitre K, Gregory J, Vilgrain V, Freitag CA, De Margerie-Mellon C, Flory V, Ludwig M (2020) Efficacy of chest CT for COVID-19 pneumonia in France. Radiology"},{"issue":"2","key":"2392_CR2","doi-asserted-by":"publisher","first-page":"E41","DOI":"10.1148\/radiol.2020200343","volume":"296","author":"X Xie","year":"2020","unstructured":"Xie X, Zhong Z, Zhao W, Zheng C, Wang F, Liu J (2020) Chest CT for typical coronavirus disease 2019 (COVID-19) pneumonia: relationship to negative RT-PCR testing. Radiology 296(2):E41\u2013E45","journal-title":"Radiology"},{"issue":"6","key":"2392_CR3","doi-asserted-by":"publisher","first-page":"102067","DOI":"10.1016\/j.ipm.2019.102067","volume":"57","author":"J Guo","year":"2020","unstructured":"Guo J, Fan Y, Pang L, Yang L, Ai Q, Zamani H, Wu C, Croft WB, Cheng X (2020) A deep look into neural ranking models for information retrieval. Inf Process Manag 57(6):102067","journal-title":"Inf Process Manag"},{"key":"2392_CR4","doi-asserted-by":"crossref","unstructured":"Ceri S, Bozzon A, Brambilla M, Della Valle E, Fraternali P, Quarteroni S (2013) Web information retrieval. Springer Science & Business Media","DOI":"10.1007\/978-3-642-39314-3"},{"issue":"1","key":"2392_CR5","doi-asserted-by":"publisher","first-page":"3","DOI":"10.4258\/hir.2012.18.1.3","volume":"18","author":"KH Hwang","year":"2012","unstructured":"Hwang KH, Lee H, Choi D (2012) Medical image retrieval: past and present. Healthc Inform Res 18(1):3\u20139","journal-title":"Healthc Inform Res"},{"issue":"6","key":"2392_CR6","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.1007\/s10278-013-9619-2","volume":"26","author":"A Kumar","year":"2013","unstructured":"Kumar A, Kim J, Cai W, Fulham M, Feng D (2013) Content-based medical image retrieval: a survey of applications to multidimensional and multimodality data. J Digit Imaging 26(6):1025\u20131039","journal-title":"J Digit Imaging"},{"issue":"4","key":"2392_CR7","doi-asserted-by":"publisher","first-page":"462","DOI":"10.3390\/jcm8040462","volume":"8","author":"M Owais","year":"2019","unstructured":"Owais M, Arsalan M, Choi J, Park KR (2019) Effective diagnosis and treatment through content-based medical image retrieval (CBMIR) by using artificial intelligence. J Clin Med 8(4):462","journal-title":"J Clin Med"},{"issue":"4","key":"2392_CR8","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1007\/s13735-017-0135-x","volume":"6","author":"P Das","year":"2017","unstructured":"Das P, Neelima A (2017) An overview of approaches for content-based medical image retrieval. Int J Multimed Inform Retr 6(4):271\u2013280","journal-title":"Int J Multimed Inform Retr"},{"key":"2392_CR9","doi-asserted-by":"crossref","unstructured":"Ghosh P, Antani S, Long LR, Thoma GR (2011) Review of medical image retrieval systems and future directions. In2011 24th International Symposium on Computer-Based Medical Systems (CBMS). IEEE:1\u20136","DOI":"10.1109\/CBMS.2011.5999142"},{"issue":"2","key":"2392_CR10","first-page":"61","volume":"21","author":"S Habibi Asl","year":"2016","unstructured":"Habibi Asl S, Safaei AA (2016) Medical image retrieval approaches, methods and systems: a systematic review. Pajoohandeh J 21(2):61\u201373","journal-title":"Pajoohandeh J"},{"issue":"9","key":"2392_CR11","doi-asserted-by":"publisher","first-page":"1095","DOI":"10.1002\/asi.24045","volume":"69","author":"H Ayadi","year":"2018","unstructured":"Ayadi H, Torjmen KM, Daoud M, Huang JX, Ben Jemaa M (2018) MF-Re-Rank: a modality feature-based Re-Ranking model for medical image retrieval. J Assoc Inf Sci Technol 69(9):1095\u20131108","journal-title":"J Assoc Inf Sci Technol"},{"issue":"4","key":"2392_CR12","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/s13735-018-0156-0","volume":"7","author":"GM Galshetwar","year":"2018","unstructured":"Galshetwar GM, Waghmare LM, Gonde AB, Murala S (2018) Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval. Int J Multimed Inform Retr 7(4):231\u2013239","journal-title":"Int J Multimed Inform Retr"},{"issue":"4","key":"2392_CR13","first-page":"819","volume":"22","author":"FS Tseng","year":"2006","unstructured":"Tseng FS, Lin WP (2006) D-tree: A multi-dimensional indexing structure for constructing document warehouses. J Inf Sci Eng 22(4):819\u2013842","journal-title":"J Inf Sci Eng"},{"key":"2392_CR14","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.sbspro.2013.06.388","volume":"81","author":"M Laal","year":"2013","unstructured":"Laal M (2013) Innovation process in medical imaging. Procedia Soc Behav Sci 81:60\u201364","journal-title":"Procedia Soc Behav Sci"},{"key":"2392_CR15","doi-asserted-by":"crossref","unstructured":"Safaei Ali A (2021) Habibi-Asl Saeedeh, Multidimensional indexing technique for medical images retrieval, accepted to be published in the Journal of Intelligent Data Analysis","DOI":"10.3233\/IDA-205495"},{"issue":"1","key":"2392_CR16","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1023\/A:1008729828172","volume":"15","author":"C B\u00f6hm","year":"2000","unstructured":"B\u00f6hm C, Berchtold S, Kriegel HP, Michel U (2000) Multidimensional index structures in relational databases. J Intell Inf Syst 15(1):51\u201370","journal-title":"J Intell Inf Syst"},{"issue":"1","key":"2392_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13278-016-0362-9","volume":"6","author":"MG Ayadi","year":"2016","unstructured":"Ayadi MG, Bouslimi R, Akaichi J (2016) A medical image retrieval scheme with relevance feedback through a medical social network. Soc Netw Anal Min 6(1):1\u201323","journal-title":"Soc Netw Anal Min"},{"key":"2392_CR18","doi-asserted-by":"crossref","unstructured":"Nieuwenhuis R, Hillenbrand T, Riazanov A, Voronkov A (2001) On the evaluation of indexing techniques for theorem proving. In: International Joint Conference on Automated Reasoning. Springer, Berlin, Heidelberg, pp 257\u2013271","DOI":"10.1007\/3-540-45744-5_19"},{"key":"2392_CR19","first-page":"523","volume":"136","author":"H Muller","year":"2008","unstructured":"Muller H, Kalpathy-Cramer J, Hersh W, Geissbuhler A (2008) Using Medline queries to generate image retrieval tasks for benchmarking. Stud Health Technol Inform 136:523\u2013528","journal-title":"Stud Health Technol Inform"},{"key":"2392_CR20","doi-asserted-by":"crossref","unstructured":"Tsikrika T, M\u00fcller H, Kahn Jr CE (2012) Log analysis to understand medical professionals\u2019 image searching behaviour. Quality of Life through Quality of Information. IOS Press 1020\u20131024","DOI":"10.3233\/978-1-61499-101-4-1020"},{"key":"2392_CR21","unstructured":"\u00d6zsu MT, Valduriez P (1999) Principles of distributed database systems. Prentice Hall, Englewood Cliffs"},{"issue":"7","key":"2392_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11128-019-2333-3","volume":"18","author":"R Muthuganesan","year":"2019","unstructured":"Muthuganesan R, Chandrasekar VK (2019) Characterizing nonclassical correlation using affinity. Quantum Inf Process 18(7):1\u20133","journal-title":"Quantum Inf Process"},{"issue":"1-2","key":"2392_CR23","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1177\/0020294018824122","volume":"53","author":"A Anandh","year":"2020","unstructured":"Anandh A, Mala K, Suresh BR (2020) Combined global and local semantic feature\u2013based image retrieval analysis with interactive feedback. Meas Control 53(1-2):3\u201317","journal-title":"Meas Control"},{"issue":"6","key":"2392_CR24","doi-asserted-by":"publisher","first-page":"1947","DOI":"10.1021\/ci034160g","volume":"43","author":"V Svetnik","year":"2003","unstructured":"Svetnik V, Liaw A, Tong C, Culberson JC, Sheridan RP, Feuston BP (2003) Random forest: a classification and regression tool for compound classification and QSAR modeling. J Chem Inf Comput Sci 43(6):1947\u20131958","journal-title":"J Chem Inf Comput Sci"},{"key":"2392_CR25","doi-asserted-by":"crossref","unstructured":"Zhang C, Zhang S (2003) Association rule mining: models and algorithms. Springer","DOI":"10.1007\/3-540-46027-6"},{"issue":"2","key":"2392_CR26","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1007\/s10115-007-0104-4","volume":"16","author":"Y Ke","year":"2008","unstructured":"Ke Y, Cheng J, Ng W (2008) An information-theoretic approach to quantitative association rule mining. Knowl Inf Syst 16(2):213\u2013244","journal-title":"Knowl Inf Syst"},{"issue":"1","key":"2392_CR27","first-page":"6","volume":"9","author":"FK G\u00fclagiz","year":"2017","unstructured":"G\u00fclagiz FK, Sahin S (2017) Comparison of hierarchical and non-hierarchical clustering algorithms. International Journal of Computer Engineering and Information Technology 9(1):6","journal-title":"International Journal of Computer Engineering and Information Technology"},{"issue":"7","key":"2392_CR28","first-page":"1454","volume":"3","author":"M Kaur","year":"2013","unstructured":"Kaur M, Kaur U (2013) Comparison between K-mean and hierarchical algorithm using query redirection. Int J Adv Res Comput Sci Softw Eng 3(7):1454\u20131459","journal-title":"Int J Adv Res Comput Sci Softw Eng"},{"key":"2392_CR29","doi-asserted-by":"crossref","unstructured":"Park H, Kwon K, Khiati AI, Lee J, Chung IJ (2015) Agglomerative hierarchical clustering for information retrieval using latent semantic index. In 2015 IEEE International Conference on Smart City\/SocialCom\/SustainCom (SmartCity) (pp.426\u2013431). IEEE","DOI":"10.1109\/SmartCity.2015.108"},{"issue":"3","key":"2392_CR30","doi-asserted-by":"publisher","first-page":"229","DOI":"10.22436\/jmcs.05.03.11","volume":"5","author":"MK Rafsanjani","year":"2012","unstructured":"Rafsanjani MK, Varzaneh ZA, Chukanlo NE (2012) A survey of hierarchical clustering algorithms. J Math Comput Sci 5(3):229\u2013240","journal-title":"J Math Comput Sci"},{"key":"2392_CR31","doi-asserted-by":"crossref","unstructured":"Manning CD, Raghavan P, Sch\u00fctze H (2008) Xml retrieval. In: Introduction to information retrieval. University Press, Cambridze","DOI":"10.1017\/CBO9780511809071"},{"issue":"12","key":"2392_CR32","doi-asserted-by":"publisher","first-page":"e0144059","DOI":"10.1371\/journal.pone.0144059","volume":"10","author":"AS Shirkhorshidi","year":"2015","unstructured":"Shirkhorshidi AS, Aghabozorgi S, Wah TY (2015) A comparison study on similarity and dissimilarity measures in clustering continuous data. PLoS One 10(12):e0144059","journal-title":"PLoS One"},{"key":"2392_CR33","unstructured":"De Herrera AG, Bromuri S, Schaer R, M\u00fcller H (2016) Overview of the medical tasks in ImageCLEF 2016. CLEF Working Notes, Evora"},{"key":"2392_CR34","doi-asserted-by":"publisher","first-page":"880","DOI":"10.1016\/j.neucom.2015.05.036","volume":"168","author":"M Srinivas","year":"2015","unstructured":"Srinivas M, Naidu RR, Sastry CS, Mohan CK (2015) Content based medical image retrieval using dictionary learning. Neurocomputing. 168:880\u2013895","journal-title":"Neurocomputing."},{"key":"2392_CR35","doi-asserted-by":"crossref","unstructured":"M\u00fcller H, Clough P, Hersh W, Deselaers T, Lehmann T, Geissbuhler A (2005) Evaluation axes for medical image retrieval systems: the imageCLEF experience. In Proceedings of the 13th annual ACM international conference on Multimedia Nov 6 (pp. 1014\u20131022)","DOI":"10.1145\/1101149.1101358"},{"key":"2392_CR36","doi-asserted-by":"crossref","unstructured":"Ounis I, Amati G, Plachouras V, He B, Macdonald C, Johnson D (2005) Terrier information retrieval platform. In: European Conference on Information Retrieval. Springer, Berlin, Heidelberg, pp 517\u2013519","DOI":"10.1007\/978-3-540-31865-1_37"},{"key":"2392_CR37","unstructured":"Goetz B (2000) The Lucene search engine: Powerful, flexible, and free. JavaWorld. Available http:\/\/www.javaworld.com\/javaworld\/jw-09-2000\/jw-0915-lucene.html"},{"key":"2392_CR38","doi-asserted-by":"crossref","unstructured":"Siong LC, Zaki WM, Hussain A, Hamid HA (2015) Image retrieval system for medical applications. In 2015 IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) (pp. 73\u201377). IEEE","DOI":"10.1109\/ISCAIE.2015.7298331"},{"issue":"2","key":"2392_CR39","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1007\/s10278-014-9733-9","volume":"28","author":"SN Murphy","year":"2015","unstructured":"Murphy SN, Herrick C, Wang Y, Wang TD, Sack D, Andriole KP, Wei J, Reynolds N, Plesniak W, Rosen BR, Pieper S (2015) High throughput tools to access images from clinical archives for research. J Digit Imaging 28(2):194\u2013204","journal-title":"J Digit Imaging"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-021-02392-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11517-021-02392-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-021-02392-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T20:28:32Z","timestamp":1744144112000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11517-021-02392-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,20]]},"references-count":39,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2021,10]]}},"alternative-id":["2392"],"URL":"https:\/\/doi.org\/10.1007\/s11517-021-02392-0","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8,20]]},"assertion":[{"value":"7 July 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 June 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 August 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}