{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:29:28Z","timestamp":1740122968430,"version":"3.37.3"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"16","license":[{"start":{"date-parts":[[2023,11,4]],"date-time":"2023-11-04T00:00:00Z","timestamp":1699056000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,11,4]],"date-time":"2023-11-04T00:00:00Z","timestamp":1699056000000},"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":["Multimed Tools Appl"],"DOI":"10.1007\/s11042-023-17469-1","type":"journal-article","created":{"date-parts":[[2023,11,4]],"date-time":"2023-11-04T07:02:53Z","timestamp":1699081373000},"page":"49515-49536","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Hybrid query refinement based approach for enhanced biomedical image retrieval"],"prefix":"10.1007","volume":"83","author":[{"given":"Yatin Kumar","family":"Agarwal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dilkeshwar","family":"Pandey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6362-4476","authenticated-orcid":false,"given":"Lokendra Singh","family":"Umrao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,11,4]]},"reference":[{"issue":"4","key":"17469_CR1","first-page":"35","volume":"24","author":"A Singhal","year":"2001","unstructured":"Singhal A (2001) Modern information retrieval: a brief overview. IEEE Data Eng 24(4):35\u201343","journal-title":"IEEE Data Eng"},{"issue":"1","key":"17469_CR2","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1017\/S1351324909005129","volume":"16","author":"C Manning","year":"2010","unstructured":"Manning C, Raghavan P, Sch\u00fctze H (2010) Introduction to information retrieval. Nat Lang Eng 16(1):100\u2013103","journal-title":"Nat Lang Eng"},{"issue":"1","key":"17469_CR3","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/S0306-4573(97)00041-1","volume":"34","author":"M Lalmas","year":"1998","unstructured":"Lalmas M (1998) Logical models in information retrieval: introduction and overview. Inf Process Manag 34(1):19\u201333","journal-title":"Inf Process Manag"},{"issue":"2\u20133","key":"17469_CR4","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1023\/A:1009950525500","volume":"2","author":"M Mitra","year":"2000","unstructured":"Mitra M, Chaudhuri BB (2000) Information retrieval from documents: a survey. Inf Retr Boston 2(2\u20133):141\u2013163","journal-title":"Inf Retr Boston"},{"issue":"3","key":"17469_CR5","doi-asserted-by":"publisher","first-page":"55","DOI":"10.4018\/jswis.2006070104","volume":"2","author":"A Hliaoutakis","year":"2006","unstructured":"Hliaoutakis A, Varelas G, Voutsakis E, Petrakis EGM, Milios E (2006) Information retrieval by semantic similarity. Int J Semant Web Inf Syst 2(3):55\u201373","journal-title":"Int J Semant Web Inf Syst"},{"issue":"2","key":"17469_CR6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1145\/792550.792552","volume":"36","author":"A Broder","year":"2002","unstructured":"Broder A (2002) A taxonomy of web search. ACM SIGIR Forum 36(2):3","journal-title":"ACM SIGIR Forum"},{"issue":"1","key":"17469_CR7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1006\/jvci.1998.0408","volume":"10","author":"Y Rui","year":"1999","unstructured":"Rui Y, Huang TS, Chang S (1999) Image retrieval: past, present, and future. J Vis Commun Image Represent 10(1):1\u201323","journal-title":"J Vis Commun Image Represent"},{"issue":"1","key":"17469_CR8","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1006\/jvci.1999.0413","volume":"10","author":"Y Rui","year":"1999","unstructured":"Rui Y, Huang TS, Chang S (1999) Image retrieval: current techniques, promising directions, and open issues. J Vis Commun Image Represent 10(1):39\u201362","journal-title":"J Vis Commun Image Represent"},{"issue":"2","key":"17469_CR9","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s10791-007-9039-3","volume":"11","author":"T Deselaers","year":"2008","unstructured":"Deselaers T, Keysers D, Ney H (2008) Features for image retrieval: an experimental comparison. Inform Retr vol 11(2):77\u2013107","journal-title":"Inform Retr vol"},{"issue":"1","key":"17469_CR10","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1148\/radiol.2021204164","volume":"302","author":"J Choe","year":"2022","unstructured":"Choe J, Hwang HJ, Seo JB, Lee SM, Yun J, Kim MJ, Jeong J, Lee Y, Jin K, Park R, Kim J (2022) Content-based image retrieval by using deep learning for interstitial lung disease diagnosis with chest CT. Radiology 302(1):187\u2013197","journal-title":"Radiology"},{"issue":"1","key":"17469_CR11","first-page":"19","volume":"9","author":"KS Reddy","year":"2016","unstructured":"Reddy KS, Sreedhar K (2016) Image retrieval techniques: a survey. Int J Electron Commun Eng 9(1):19\u201327","journal-title":"Int J Electron Commun Eng"},{"issue":"4","key":"17469_CR12","doi-asserted-by":"publisher","first-page":"3317","DOI":"10.1007\/s13369-020-04384-y","volume":"45","author":"MK Alsmadi","year":"2020","unstructured":"Alsmadi MK (2020) Content-based image retrieval using color, shape and texture descriptors and features. Arab J Sci Eng 45(4):3317\u20133330","journal-title":"Arab J Sci Eng"},{"issue":"4","key":"17469_CR13","doi-asserted-by":"publisher","DOI":"10.3390\/app8040495","volume":"8","author":"A Irtaza","year":"2018","unstructured":"Irtaza A, Adnan SM, Ahmed KT, Jaffar A, Khan A, Javed A, Mahmood MT (2018) An ensemble based evolutionary approach to the class imbalance problem with applications in CBIR. Appl Sci 8(4):495","journal-title":"Appl Sci"},{"key":"17469_CR14","first-page":"112","volume":"4","author":"MK Alsmadi","year":"2017","unstructured":"Alsmadi MK (2017) An efficient similarity measure for content-based image retrieval using memetic algorithm. Egypt J Basic Appl Sci 4:112\u2013122","journal-title":"Egypt J Basic Appl Sci"},{"key":"17469_CR15","first-page":"373","volume":"30","author":"MK Alsmadi","year":"2018","unstructured":"Alsmadi MK (2018) Query-sensitive similarity measure for content-based image retrieval using meta-heuristic algorithm. J King Saud Univ Comput Inform Sci 30:373\u2013381","journal-title":"J King Saud Univ Comput Inform Sci"},{"issue":"1","key":"17469_CR16","volume":"1019","author":"NAM Zin","year":"2018","unstructured":"Zin NAM, Yusof R, Lashari SA, Mustapha A, Senan N, Ibrahim R (2018) Content-based image retrieval in medical domain: a review. In J Phys: Conf Ser 1019(1):012044","journal-title":"In J Phys: Conf Ser"},{"issue":"1","key":"17469_CR17","first-page":"6","volume":"1","author":"RS Choras","year":"2007","unstructured":"Choras RS (2007) Image feature extraction techniques and their applications for CBIR and biometrics systems. Int J Biol Biomed Eng 1(1):6\u201316","journal-title":"Int J Biol Biomed Eng"},{"issue":"3","key":"17469_CR18","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1177\/0165551504044670","volume":"30","author":"CC Yang","year":"2004","unstructured":"Yang CC (2004) Content-based image retrieval: a comparison between query by example and image browsing map approaches. J Inform Sci 30(3):254\u2013267","journal-title":"J Inform Sci"},{"key":"17469_CR19","doi-asserted-by":"publisher","unstructured":"Ballerini L, Li X, Fisher RB, Rees J (2010) A query-by-example content-based image retrieval system of non-melanoma skin lesions. In: Caputo B, Muller H, SyedaMahmood T, Duncan JS, Wang  F, Kalpathy Cramer\u00a0 J (eds) Medical content-based retrieval for clinical decision support. Springer-Verlag GmbH, pp 31\u201338. https:\/\/doi.org\/10.1007\/978-3-642-11769-5_3","DOI":"10.1007\/978-3-642-11769-5_3"},{"key":"17469_CR20","doi-asserted-by":"publisher","unstructured":"Jaworska T (2016) Query techniques for CBIR. In: Andreasen T et al (eds) Flexible query answering systems 2015. Advances in intelligent systems and computing, vol 400. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-319-26154-6_31","DOI":"10.1007\/978-3-319-26154-6_31"},{"key":"17469_CR21","unstructured":"Robyn Speer and Catherine Havasi (2012) Representing general relational knowledge in conceptnet 5. In: Proceedings of the eighth international conference on language resources and evaluation (LREC'12). European Language Resources Association (ELRA), Istanbul, Turkey, pp 3679\u20133686"},{"key":"17469_CR22","first-page":"775","volume":"1","author":"R Mihalcea","year":"2006","unstructured":"Mihalcea R, Corley C, Strapparava C (2006) Corpus-based and knowledge-based measures of text semantic similarity. Proc 21st Natl Conf Artif Intell 1:775\u2013780","journal-title":"Proc 21st Natl Conf Artif Intell"},{"issue":"1","key":"17469_CR23","first-page":"382","volume":"8","author":"CT Akinribido","year":"2011","unstructured":"Akinribido CT, Afolabi BS, Akhigbe BI, Udo IJ (2011) A fuzzy-ontology based information retrieval system for relevant feedback. Int J Comput Sci 8(1):382\u2013389","journal-title":"Int J Comput Sci"},{"issue":"4","key":"17469_CR24","doi-asserted-by":"publisher","first-page":"32","DOI":"10.4018\/jwsr.2006100102","volume":"3","author":"L Aversano","year":"2006","unstructured":"Aversano L, Bruno M, Canfora G, Di Penta M, Distante D (2006) Using Concept lattices to support service selection. Int J Web Serv Res 3(4):32\u201351","journal-title":"Int J Web Serv Res"},{"key":"17469_CR25","first-page":"407","volume":"4","author":"M Abulaish","year":"2006","unstructured":"Abulaish M, Dey L (2006) Information extraction and imprecise query answering from web documents. Gene 4:407\u2013429","journal-title":"Gene"},{"key":"17469_CR26","doi-asserted-by":"crossref","unstructured":"Sahni L, Sehgal A, Kochar S, Ahmad F, Ahmad T (2014) A novel approach to find semantic similarity measure between words. Comput Bus Intell (ISCBI), 2nd Int. Symp., pp. 89\u201392, 2014","DOI":"10.1109\/ISCBI.2014.26"},{"key":"17469_CR27","doi-asserted-by":"crossref","unstructured":"Rajasurya S, Muralidharan T, Devi S, Swamynathan S (2012) Semantic information retrieval using ontology in university domain. arXiv preprint arXiv:1207.5745","DOI":"10.5121\/ijwest.2012.3406"},{"issue":"2","key":"17469_CR28","doi-asserted-by":"publisher","first-page":"4187","DOI":"10.1007\/s10586-018-1731-0","volume":"22","author":"RR Saritha","year":"2019","unstructured":"Saritha RR, Paul V, Kumar PG (2019) Content based image retrieval using deep learning process. Cluster Comput 22(2):4187\u20134200","journal-title":"Cluster Comput"},{"key":"17469_CR29","doi-asserted-by":"crossref","unstructured":"Latif A, Rasheed A, Sajid U, Ahmed J, Ali N, Ratyal NI., ... Khalil T (2019) Content-based image retrieval and feature extraction: a comprehensive review. Mathematical problems in engineering 2019","DOI":"10.1155\/2019\/9658350"},{"key":"17469_CR30","unstructured":"Goyenka R, Kshirsagar DB (2017) Working of CBIR system using relevance feedback and navigation patterns. Feedback 6(7)"},{"key":"17469_CR31","doi-asserted-by":"crossref","unstructured":"Niblack CW, Barber R, Equitz W, Flickner MD, Glasman EH, Petkovic D, ...\u00a0 Taubin G (1993) QBIC project: querying images by content, using color, texture, and shape. In: Storage and retrieval for image and video databases, vol. 1908. Spie, pp 173\u2013187","DOI":"10.1117\/12.143648"},{"key":"17469_CR32","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/j.jbi.2018.07.002","volume":"84","author":"I Banerjee","year":"2018","unstructured":"Banerjee I, Kurtz C, Devorah AE, Bao D, Rubin DL, Beaulieu CF (2018) Relevance feedback for enhancing content-based image retrieval and automatic prediction of semantic image features: application to bone Tumor radiographs. J Biomed Inform 84:123\u2013135","journal-title":"J Biomed Inform"},{"issue":"2","key":"17469_CR33","doi-asserted-by":"publisher","first-page":"168","DOI":"10.5626\/JCSE.2012.6.2.168","volume":"6","author":"DD Fushman","year":"2012","unstructured":"Fushman DD, Antani S, Simpson M, Thoma GR (2012) Design and development of a multimodal biomedical information retrieval system. J Comput Sci Eng Vol 6(2):168\u2013177","journal-title":"J Comput Sci Eng Vol"},{"key":"17469_CR34","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.compmedimag.2014.03.004","volume":"39","author":"CJ Kalpathy","year":"2015","unstructured":"Kalpathy CJ, Herrera AGSD, Fushman DD, Antani S, Bedrick S, M\u00fcller H (2015) Evaluating performance of biomedical image retrieval systems\u2014An overview of the medical image retrieval task at ImageCLEF 2004\u20132013. Comput Med Imaging Graph 39:55\u201361","journal-title":"Comput Med Imaging Graph"},{"key":"17469_CR35","doi-asserted-by":"publisher","first-page":"79969","DOI":"10.1109\/ACCESS.2020.2990557","volume":"8","author":"A Ahmed","year":"2020","unstructured":"Ahmed A (2020) Implementing relevance feedback for content-based medical image retrieval. IEEE Access 8:79969\u201379976","journal-title":"IEEE Access"},{"key":"17469_CR36","doi-asserted-by":"crossref","unstructured":"Ghosh P, Antani S, Long LR, Thoma GR (2011) Review of medical image retrieval systems and future directions. In: International Symposium on Computer-Based Medical Systems (CBMS). IEEE,\u00a0pp 1\u20136","DOI":"10.1109\/CBMS.2011.5999142"},{"issue":"AISC","key":"17469_CR37","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1007\/978-3-642-27866-2_81","volume":"137","author":"J Zhai","year":"2012","unstructured":"Zhai J, Li M, Li J (2012) Semantic information retrieval based on RDF and fuzzy ontology for university scientific research management. Adv Intell Soft Comput 137(AISC):661\u2013668","journal-title":"Adv Intell Soft Comput"},{"issue":"4","key":"17469_CR38","doi-asserted-by":"publisher","first-page":"866","DOI":"10.1016\/j.ipm.2006.09.003","volume":"43","author":"J Bhogal","year":"2007","unstructured":"Bhogal J, Macfarlane A, Smith P (2007) A review of ontology-based query expansion. Inf Process Manag 43(4):866\u2013886","journal-title":"Inf Process Manag"},{"issue":"3","key":"17469_CR39","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1007\/s10278-007-9037-4","volume":"21","author":"TM Deserno","year":"2008","unstructured":"Deserno TM, G\u00fcld MO, Plodowski B, Spitzer K, Wein BB, Schubert H, Ney H, Seidl T (2008) Extended query refinement for medical image retrieval. J Digit Imaging 21(3):280\u2013289","journal-title":"J Digit Imaging"},{"key":"17469_CR40","doi-asserted-by":"crossref","unstructured":"Malik S, Shoaib U, El-Sayed H, Khan MA (2020) Query expansion framework leveraging clinical diagnosis information ontology. In: International Conference on Innovations in Information Technology. IEEE,\u00a0pp 18\u201323","DOI":"10.1109\/IIT50501.2020.9299028"},{"key":"17469_CR41","doi-asserted-by":"crossref","unstructured":"Nastar C, Mitschke M, Meilhac C (1998) Efficient query refinement for image retrieval. In: Proceedings Computer Society Conference on Computer Vision and Pattern Recognition. IEEE,\u00a0pp 547\u2013552","DOI":"10.1109\/CVPR.1998.698659"},{"issue":"3","key":"17469_CR42","doi-asserted-by":"publisher","first-page":"516","DOI":"10.1093\/comjnl\/bxaa073","volume":"65","author":"H Kammoun","year":"2022","unstructured":"Kammoun H, Gabsi I, Amous I (2022) Mesh-based semantic indexing approach to enhance biomedical information retrieval. Comput J 65(3):516\u2013536","journal-title":"Comput J"},{"key":"17469_CR43","doi-asserted-by":"publisher","first-page":"1095","DOI":"10.1002\/asi.24045","volume":"69","author":"H Ayadi","year":"2018","unstructured":"Ayadi H, Khemakhem MT, Daoud M, Huang JX, Jemaa MB (2018) MF-Re-Rank: a modality feature-based re-ranking model for medical image retrieval. J Assoc Inform Sci Technol 69:1095\u20131108","journal-title":"J Assoc Inform Sci Technol"},{"key":"17469_CR44","unstructured":"Mandikal V, Anantharaman A, Suhas BS, Kamath S (2018) Multimodal medical image retrieval based on latenttopic modelling. Conference on Neural Information Processing Systems"},{"key":"17469_CR45","unstructured":"Souissi N, Ayadi H, Torjmen M (2017) Towards medical image re-ranking based on convolutional neural networks. In: The International Conference of Engineering Sciences for Biology and Medicine (ESBM). ESBM, Tunisia"},{"key":"17469_CR46","doi-asserted-by":"crossref","unstructured":"Torjmen-Khemakhem M, Gasmi K (2019) Document\/query expansion based on selecting significant concepts for context based retrieval of medical images. Journal of biomedical informatics 95:103210","DOI":"10.1016\/j.jbi.2019.103210"},{"key":"17469_CR47","doi-asserted-by":"crossref","unstructured":"Malik S, Shoaib U, El-Sayed H, Khan MA (2020) Query expansion framework leveraging clinical diagnosis information ontology. In: International Conference on Innovations in Information Technology, pp 18\u201323","DOI":"10.1109\/IIT50501.2020.9299028"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-023-17469-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-023-17469-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-023-17469-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,7]],"date-time":"2024-05-07T11:43:47Z","timestamp":1715082227000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-023-17469-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,4]]},"references-count":47,"journal-issue":{"issue":"16","published-online":{"date-parts":[[2024,5]]}},"alternative-id":["17469"],"URL":"https:\/\/doi.org\/10.1007\/s11042-023-17469-1","relation":{},"ISSN":["1573-7721"],"issn-type":[{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2023,11,4]]},"assertion":[{"value":"10 September 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 July 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 October 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 November 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}