{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T21:35:09Z","timestamp":1757540109228},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2013,7,14]],"date-time":"2013-07-14T00:00:00Z","timestamp":1373760000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2014,10]]},"DOI":"10.1007\/s11042-013-1589-3","type":"journal-article","created":{"date-parts":[[2013,7,12]],"date-time":"2013-07-12T22:03:31Z","timestamp":1373666611000},"page":"2977-2999","source":"Crossref","is-referenced-by-count":6,"title":["Medical image retrieval based on unclean image bags"],"prefix":"10.1007","volume":"72","author":[{"given":"Yonggang","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heyan","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daifa","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,7,14]]},"reference":[{"issue":"3","key":"1589_CR1","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1016\/j.patcog.2009.08.010","volume":"43","author":"M Arevalillo-Herr\u00e1ez","year":"2010","unstructured":"Arevalillo-Herr\u00e1ez M, Ferri FJ, Domingo J (2010) A naive relevance feedback model for content-based image retrieval using multiple similarity measures. Pattern Recogn 43(3):619\u2013629","journal-title":"Pattern Recogn"},{"key":"1589_CR2","unstructured":"Chang CC, Lin CJ (2012) LIBSVM: a library for support vector machines. National Taiwan University. http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm\/ . Accessed 15 Sept 2012"},{"issue":"6","key":"1589_CR3","doi-asserted-by":"crossref","first-page":"688","DOI":"10.1109\/76.927421","volume":"11","author":"SF Chang","year":"2001","unstructured":"Chang SF, Sikora T, Purl A (2001) Overview of the MPEG-7 standard. IEEE Trans Circuits Syst Video Technol 11(6):688\u2013695","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"key":"1589_CR4","doi-asserted-by":"crossref","unstructured":"Donald K, Smeaton A (2005) A comparison of score, rank and probability-based fusion methods for video shot retrieval. In: The 4th international conference on image and video retrieval. Singapore, pp\u00a061\u201370","DOI":"10.1007\/11526346_10"},{"issue":"2","key":"1589_CR5","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1109\/TITB.2006.874191","volume":"11","author":"H Greenspan","year":"2007","unstructured":"Greenspan H, Pinhas AT (2007) Medical image categorization and retrieval for pacs using the GMM-KL framework. IEEE Trans Inf Technol Biomed 11(2):190\u2013202","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"1589_CR6","doi-asserted-by":"crossref","unstructured":"Huang YH, Zhang J, Zhao YW, Ma DF (2010) Medical image retrieval with query-dependent feature fusion based on one-class SVM. In: The 13th International Conference on Computational Science and Engineering. Hongkong, China, pp\u00a0176\u2013183","DOI":"10.1109\/CSE.2010.30"},{"issue":"4","key":"1589_CR7","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1109\/TITB.2008.923144","volume":"13","author":"DK Iakovidis","year":"2009","unstructured":"Iakovidis DK, Pelekis N, Kotsifakos EE, Kopanakis I, Karanikas H, Theodoridis Y (2009) A pattern similarity scheme for medical image retrieval. IEEE Trans Inf Technol Biomed 13(4):442\u2013450","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"49","key":"1589_CR8","doi-asserted-by":"crossref","first-page":"13354","DOI":"10.1523\/JNEUROSCI.2944-08.2008","volume":"28","author":"J Kong","year":"2008","unstructured":"Kong J, Gollub RL, Polich G, Kirsch I, LaViolette P, Vangel M, Rosen B, Kaptchuk TJ (2008) A functional magnetic resonance imaging study on the neural mechanisms of hyperalgesic nocebo effect. J Neurosci 28(49):13354\u201313362","journal-title":"J Neurosci"},{"issue":"3","key":"1589_CR9","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1109\/TIP.2003.821350","volume":"13","author":"A Kushki","year":"2004","unstructured":"Kushki A, Androutsos P, Plataniotis KN, Venetsanopoulos AN (2004) Retrieval of images from artistic repositories using a decision fusion framework. IEEE Trans Image Process 13(3):277","journal-title":"IEEE Trans Image Process"},{"key":"1589_CR10","unstructured":"Lehmann TM, Schubert H, Ott B, Leisten M (2012) Image retrieval in medical applications. RWTH Aachen University. http:\/\/ganymed.imib.rwth-aachen.de\/irma\/datasets . Accessed 15 Sept 2012"},{"issue":"1","key":"1589_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1126004.1126005","volume":"2","author":"MS Lew","year":"2006","unstructured":"Lew MS, Sebe N, Djeraba C, Jain R (2006) Content-based multimedia information retrieval: State of the art and challenges. ACM Trans Multimed Comput Commun Appl 2(1):1\u201319","journal-title":"ACM Trans Multimed Comput Commun Appl"},{"issue":"11","key":"1589_CR12","doi-asserted-by":"crossref","first-page":"3597","DOI":"10.1109\/TIP.2006.881938","volume":"15","author":"J Li","year":"2006","unstructured":"Li J, Allinson N, Tao DC, Li XL (2006) Multitraining support vector machine for image retrieval. IEEE Trans Image Process 15(11):3597\u20133601","journal-title":"IEEE Trans Image Process"},{"issue":"2","key":"1589_CR13","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1109\/72.991432","volume":"13","author":"CF Lin","year":"2002","unstructured":"Lin CF, Wang SD (2002) Fuzzy support vector machines. IEEE Trans Neural Netw 13(2):464\u2013471","journal-title":"IEEE Trans Neural Netw"},{"issue":"2","key":"1589_CR14","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1016\/j.neuroimage.2007.09.029","volume":"39","author":"CJ Machado","year":"2008","unstructured":"Machado CJ, Snyder AZ, Cherry SR, Lavenex P, Amaral DG (2008) Effects of neonatal amygdala or hippocampus lesions on resting brain metabolism in the macaque monkey: a microPET imaging study. Neuroimage 39(2):832\u2013846","journal-title":"Neuroimage"},{"issue":"4","key":"1589_CR15","doi-asserted-by":"crossref","first-page":"920","DOI":"10.1007\/s003300101100","volume":"12","author":"P Mildenberger","year":"2002","unstructured":"Mildenberger P, Eichelberg M, Martin E (2002) Introduction to the DICOM standard. Eur Radiol 12(4):920\u2013927","journal-title":"Eur Radiol"},{"issue":"1","key":"1589_CR16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ijmedinf.2003.11.024","volume":"73","author":"H Muller","year":"2004","unstructured":"Muller H, Michoux N, Bandon D, Geissbuhler A (2004) A review of content-based image retrieval systems in medical applications\u2013clinical benefits and future directions. Int J Med Inform 73(1):1\u201323","journal-title":"Int J Med Inform"},{"issue":"5","key":"1589_CR17","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1016\/S0167-8655(00)00118-5","volume":"22","author":"H M\u00fcller","year":"2001","unstructured":"M\u00fcller H, M\u00fcller W, Squire DMG, Marchand-Maillet S, Pun T (2001) Performance evaluation in content-based image retrieval: Overview and proposals. Pattern Recogn Lett 22(5):593\u2013601","journal-title":"Pattern Recogn Lett"},{"issue":"5","key":"1589_CR18","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1016\/j.patrec.2007.11.015","volume":"29","author":"T Qin","year":"2008","unstructured":"Qin T, Zhang XD, Liu TY, Wang DS, Ma WY, Zhang HJ (2008) An active feedback framework for image retrieval. Pattern Recogn Lett 29(5):637\u2013646","journal-title":"Pattern Recogn Lett"},{"key":"1589_CR19","doi-asserted-by":"crossref","unstructured":"Rahman M, Antani SK, Thoma GR (2011) A biomedical image retrieval framework based on classification-driven image filtering and similarity fusion. In: IEEE international symposium on biomedical imaging: from nano to macro. Chicago, IL, pp\u00a01905\u20131908","DOI":"10.1109\/ISBI.2011.5872781"},{"issue":"4","key":"1589_CR20","doi-asserted-by":"crossref","first-page":"640","DOI":"10.1109\/TITB.2011.2151258","volume":"15","author":"MM Rahman","year":"2011","unstructured":"Rahman MM, Antani SK, Thoma GR (2011) A learning-based similarity fusion and filtering approach for biomedical image retrieval using SVM classification and relevance feedback. IEEE Trans Inf Technol Biomed 15(4):640\u2013646","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"1","key":"1589_CR21","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1109\/TITB.2006.884364","volume":"11","author":"MM Rahman","year":"2007","unstructured":"Rahman MM, Bhattacharya P, Desai BC (2007) A framework for medical image retrieval using machine learning and statistical similarity matching techniques with relevance feedback. IEEE Trans Inf Technol Biomed 11(1):58\u201369","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"2","key":"1589_CR22","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1016\/j.compmedimag.2007.10.001","volume":"32","author":"MM Rahman","year":"2008","unstructured":"Rahman MM, Desai BC, Bhattacharya P (2008) Medical image retrieval with probabilistic multi-class support vector machine classifiers and adaptive similarity fusion. Comput Med Imaging Graph 32(2):95\u2013108","journal-title":"Comput Med Imaging Graph"},{"issue":"9","key":"1589_CR23","doi-asserted-by":"crossref","first-page":"1640","DOI":"10.1360\/crad20050928","volume":"42","author":"L Ru","year":"2005","unstructured":"Ru L, Ma S, Lu J (2005) Feature fusion based on the average precision in image retrieval. Journal of Computer Research and Development 42(9):1640\u20131646","journal-title":"Journal of Computer Research and Development"},{"issue":"3","key":"1589_CR24","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1109\/TITB.2006.880551","volume":"11","author":"G Scott","year":"2007","unstructured":"Scott G, Shyu CR (2007) Knowledge-driven multidimensional indexing structure for biomedical media database retrieval. IEEE Trans Inf Technol Biomed 11(3):320\u20130331","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"1589_CR25","doi-asserted-by":"crossref","unstructured":"Shao H, Zhang JW, Cui WC, Zhao H (2003) Automatic feature weight assignment based on genetic algorithm for image retrieval. In: 2003 IEEE International Conference on Robotics, Intelligent Systems and Signal Processing. Changsha, China, pp\u00a0731\u2013735","DOI":"10.1109\/RISSP.2003.1285675"},{"issue":"12","key":"1589_CR26","doi-asserted-by":"crossref","first-page":"1349","DOI":"10.1109\/34.895972","volume":"22","author":"AWM Smeulders","year":"2000","unstructured":"Smeulders AWM, Worring M, Santini S, Gupta A, Jain R (2000) Content-based image retrieval at the end of the early years. IEEE Trans Pattern Anal Mach Intell 22(12):1349\u20131380","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"3","key":"1589_CR27","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1109\/TKDE.2010.124","volume":"23","author":"JH Su","year":"2011","unstructured":"Su JH, Huang WJ, Yu PS, Tseng VS (2011) Efficient relevance feedback for content-based image retrieval by mining user navigation patterns. IEEE Trans Knowl Data Eng 23(3):360\u2013372","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"6","key":"1589_CR28","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1109\/TSMC.1978.4309999","volume":"8","author":"H Tamura","year":"1978","unstructured":"Tamura H, Mori S, Yamawaki T (1978) Textural features corresponding to visual perception. IEEE Trans Syst Man Cybern 8(6):460\u2013473","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"1","key":"1589_CR29","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1023\/B:VISI.0000004830.93820.78","volume":"56","author":"K Tieu","year":"2004","unstructured":"Tieu K., Viola P (2004) Boosting image retrieval. Int J Comput Vis 56(1):17\u201336","journal-title":"Int J Comput Vis"},{"issue":"1","key":"1589_CR30","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1109\/TITB.2007.904149","volume":"12","author":"X Xu","year":"2008","unstructured":"Xu X, Lee DJ, Antani S, Long LR (2008) A spine x-ray image retrieval system using partial shape matching. IEEE Trans Inf Technol Biomed 12(1):100\u2013108","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"10","key":"1589_CR31","doi-asserted-by":"crossref","first-page":"2370","DOI":"10.1109\/TIP.2009.2026669","volume":"18","author":"J Zhang","year":"2009","unstructured":"Zhang J, Ye L (2009) Content based image retrieval using unclean positive examples. IEEE Trans Image Process 18(10):2370\u20132375","journal-title":"IEEE Trans Image Process"},{"key":"1589_CR32","doi-asserted-by":"crossref","unstructured":"Zhang J, Ye L (2009) Image retrieval based on bag of images. In: The 16th IEEE international conference on image processing. Cairo, Egypt, pp\u00a01865\u20131868","DOI":"10.1109\/ICIP.2009.5413602"},{"issue":"11","key":"1589_CR33","doi-asserted-by":"crossref","first-page":"2291","DOI":"10.1016\/j.sigpro.2009.04.034","volume":"89","author":"J Zhang","year":"2009","unstructured":"Zhang J, Ye L (2009) Local aggregation function learning based on support vector machines. Signal Process 89(11):2291\u20132295","journal-title":"Signal Process"},{"issue":"6","key":"1589_CR34","doi-asserted-by":"crossref","first-page":"536","DOI":"10.1007\/s00530-002-0070-3","volume":"8","author":"XS Zhou","year":"2003","unstructured":"Zhou XS, Huang TS (2003) Relevance feedback in image retrieval: a comprehensive review. Multimedia Systems 8(6):536\u2013544","journal-title":"Multimedia Systems"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-013-1589-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-013-1589-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-013-1589-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,17]],"date-time":"2019-07-17T23:56:30Z","timestamp":1563407790000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-013-1589-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,7,14]]},"references-count":34,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,10]]}},"alternative-id":["1589"],"URL":"https:\/\/doi.org\/10.1007\/s11042-013-1589-3","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,7,14]]}}}