{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T10:16:05Z","timestamp":1715768165545},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,9,23]],"date-time":"2014-09-23T00:00:00Z","timestamp":1411430400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Digit Imaging"],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1007\/s10278-014-9730-z","type":"journal-article","created":{"date-parts":[[2014,9,23]],"date-time":"2014-09-23T23:44:19Z","timestamp":1411515859000},"page":"160-178","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Optimal Query-Based Relevance Feedback in Medical Image Retrieval Using Score Fusion-Based Classification"],"prefix":"10.1007","volume":"28","author":[{"given":"Mohammad","family":"Behnam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hossein","family":"Pourghassem","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,9,23]]},"reference":[{"issue":"1","key":"9730_CR1","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/0031-3203(84)90033-5","volume":"17","author":"H Tamura","year":"1984","unstructured":"Tamura H, Yokoya N: Image database systems: a survey. Pattern Recognit 17(1):29\u201343, 1984","journal-title":"Pattern Recognit"},{"issue":"5","key":"9730_CR2","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1109\/69.166986","volume":"5","author":"SK Chang","year":"1992","unstructured":"Chang SK, Hsu A: Image information systems: where do we go from here? IEEE Trans Knowl Data Eng 5(5):431\u2013442, 1992","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"12","key":"9730_CR3","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: Content-based image retrieval at the end of the early years, IEEE Trans. Pattern Anal Mach Intell 22(12):1349\u20131380, 2000","journal-title":"Pattern Anal Mach Intell"},{"issue":"4","key":"9730_CR4","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1006\/jvci.1999.0413","volume":"10","author":"Y Rui","year":"1999","unstructured":"Rui Y, Huang TS, Chang S-F: Image retrieval: current techniques, promising directions, and open issues. J Vis Commun Image Represent 10(4):39\u201362, 1999","journal-title":"J Vis Commun Image Represent"},{"issue":"3","key":"9730_CR5","doi-asserted-by":"crossref","first-page":"150","DOI":"10.4103\/2228-7477.120984","volume":"3","author":"N Jafari Fesharaki","year":"2013","unstructured":"Jafari Fesharaki N, Pourghassem H: Medical x-ray image hierarchical classification using a merging and splitting scheme in feature space. J Med Signals Sensors 3(3):150\u2013163, 2013","journal-title":"J Med Signals Sensors"},{"issue":"1","key":"9730_CR6","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.patcog.2006.04.045","volume":"40","author":"Y Liu","year":"2007","unstructured":"Liu Y, Zhanga D, Lua G, Ma WY: A survey of content-based image retrieval with high-level semantics. Pattern Recognit 40(1):262\u2013282, 2007","journal-title":"Pattern Recognit"},{"issue":"8","key":"9730_CR7","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1016\/j.compmedimag.2008.07.006","volume":"32","author":"H Pourghassem","year":"2008","unstructured":"Pourghassem H, Ghassemian H: Content-based medical image classification using a new hierarchical merging scheme. J Comput Med Imaging Graph 32(8):651\u2013661, 2008","journal-title":"J Comput Med Imaging Graph"},{"key":"9730_CR8","doi-asserted-by":"crossref","unstructured":"N. Jafari Fesharaki, H. Pourghassem: Medical X-ray Images Classification Based on Shape Features and Bayesian Rule, Fourth International Conference on Computational Intelligence and Communication Networks (CICN2012): Mathura, Uttar Pradesh, India 3\u20135 Nov. 2012, pp 369-373","DOI":"10.1109\/CICN.2012.145"},{"issue":"2","key":"9730_CR9","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: Medical image retrieval with probabilistic multi-class support vector machine classifiers and adaptive similarity fusion. J Comput Med Imaging Graph 32(2):95\u2013108, 2008","journal-title":"J Comput Med Imaging Graph"},{"issue":"2","key":"9730_CR10","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: Medical image categorization and retrieval for PACS using the GMM-KL framework. IEEE Trans Inf Tech Bio 11(2):190\u2013202, 2007","journal-title":"IEEE Trans Inf Tech Bio"},{"issue":"6","key":"9730_CR11","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1049\/iet-ipr.2009.0402","volume":"5","author":"A Marakakis","year":"2011","unstructured":"Marakakis A, Siolas G, Galatsanos N, Likas A, Stafylopatis A: Relevance feedback approach for image retrieval combining support vector machines and adapted Gaussian mixture models. IET Image Process 5(6):531\u2013540, 2011","journal-title":"IET Image Process"},{"issue":"3","key":"9730_CR12","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1007\/s11760-011-0254-4","volume":"7","author":"Z Xie","year":"2013","unstructured":"Xie Z, Wang S, Hu D: New insight at level set & Gaussian mixture model for natural image segmentation. SIViP 7(3):521\u2013536, 2013","journal-title":"SIViP"},{"key":"9730_CR13","series-title":"18th International Conference, MMM(2012)","first-page":"463","volume-title":"A Fuzzy Rank-Based Late Fusion Method for Image Retrieval","author":"SA Chatzichristofis","year":"2012","unstructured":"Chatzichristofis SA, Zagoris K, Boutalis Y, Arampatzis A: A Fuzzy Rank-Based Late Fusion Method for Image Retrieval. 18th International Conference, MMM(2012). Springer Berlin Heidelberg, Klagenfurt, Austria, 2012, pp 463\u2013472"},{"key":"9730_CR14","doi-asserted-by":"crossref","unstructured":"M. Jovi\u0107, Y. Hatakeyama, F. Dong, K. Hirota: Image Retrieval Based on Similarity Score Fusion from Feature Similarity Ranking Lists, Third International Conference, FSKD 2006, Xi\u2019an: China, Sep. 2006, pp 461\u2013470","DOI":"10.1007\/11881599_54"},{"issue":"3","key":"9730_CR15","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1109\/TKDE.2010.124","volume":"23","author":"JH Su","year":"2011","unstructured":"Su JH, Huang WH, Yu PS, Tseng VS: Efficient relevance feedback for content-based image retrieval by mining user navigation patterns. IEEE Trans Knowl Data Eng 23(3):360\u2013372, 2011","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"9730_CR16","unstructured":"J.J. Rocchio: Relevance Feedback in Information Retrieval: The SMART Retrieval System\u2014Experiments in Automatic Document Processing, 1971, pp 313\u2013323"},{"key":"9730_CR17","doi-asserted-by":"crossref","unstructured":"Y. Rui, T. S. Huang, and S. Mehrotra: Content-Based Image Retrieval with Relevance Feedback in MARS: Proc. IEEE Int\u2019l Conf. Image Processing, Oct. 1997, pp 815\u2013818","DOI":"10.1109\/ICIP.1997.638621"},{"issue":"5","key":"9730_CR18","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1109\/76.718510","volume":"8","author":"Y Rui","year":"1998","unstructured":"Rui Y, Huang TS, Ortega M, Mehrotra S: Relevance feedback: a power tool for interactive content-based image retrieval. IEEE Trans Circ Syst Video Techno 8(5):644\u2013655, 1998","journal-title":"IEEE Trans Circ Syst Video Techno"},{"key":"9730_CR19","doi-asserted-by":"crossref","unstructured":"K. Porkaew, K. Chakrabarti, and S. Mehrotra: Query Refinement for Multimedia Similarity Retrieval in MARS: Proc. ACM Int\u2019l Multimedia Conf. (ACMMM), 1999, pp 235\u2013238","DOI":"10.1145\/319463.319613"},{"issue":"1","key":"9730_CR20","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: A framework for medical image retrieval using machine learning and statistical similarity matching techniques with relevance feedback. IEEE Trans Inf Tech Bio 11(1):58\u201369, 2007","journal-title":"IEEE Trans Inf Tech Bio"},{"issue":"3","key":"9730_CR21","first-page":"882","volume":"21","author":"H Pourghassem","year":"2013","unstructured":"Pourghassem H, Daneshvar S: A framework for medical image retrieval using merging-based classification with dependency probability-based relevance feedback. Turk J Electr Eng Comput Sci 21(3):882\u2013896, 2013","journal-title":"Turk J Electr Eng Comput Sci"},{"issue":"4","key":"9730_CR22","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: 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, 2011","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"1","key":"9730_CR23","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/TPAMI.2008.273","volume":"32","author":"L Yang","year":"2010","unstructured":"Yang L, Jin R, Mummert L, Sukthankar R, Goode A, Zheng B, Hoi SCH, Satyanarayanan M: A boosting framework for visuality-preserving distance metric learning and its application to medical image retrieval. IEEE Trans Pattern Anal Mach Intell 32(1):30\u201344, 2010","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9730_CR24","volume-title":"Pattern Classification","author":"RO Duda","year":"2001","unstructured":"Duda RO, Hart PE, Stork DG: Pattern Classification, 2nd edition. John Wiley & Sons, New York, NY, 2001","edition":"2"},{"issue":"3","key":"9730_CR25","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/j.cmpb.2014.02.013","volume":"114","author":"M Nurmohamadi","year":"2014","unstructured":"Nurmohamadi M, Pourghassem H: Clavulanic acid production estimation based on color and structural features of streptomyces clavuligerus bacteria using self-organizing map and genetic algorithm. Comput Methods Programs Biomed 114(3):337\u2013348, 2014","journal-title":"Comput Methods Programs Biomed"},{"key":"9730_CR26","doi-asserted-by":"crossref","unstructured":"M. Behnam, H. Pourghassem: Feature Descriptor Optimization in Medical Image Retrieval Based on Genetic Algorithm: 20th Iranian Conference on Biomedical Engineering (ICBME2013), Tehran, Iran: 18\u201320 Dec, 2013, pp 280\u2013285","DOI":"10.1109\/ICBME.2013.6782235"},{"issue":"4","key":"9730_CR27","doi-asserted-by":"crossref","first-page":"810","DOI":"10.1016\/j.dss.2011.01.015","volume":"51","author":"SF Silva da","year":"2011","unstructured":"da Silva SF, Ribeiro MX, Neto JB, TrainaJr C, Traina AJM: Improving the ranking quality of medical image retrieval using a genetic feature selection method. Decis Support Syst 51(4):810\u2013820, 2011","journal-title":"Decis Support Syst"},{"issue":"4","key":"9730_CR28","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/S1568-4946(02)00070-4","volume":"2","author":"Z Steji\u2019c","year":"2003","unstructured":"Steji\u2019c Z, Takama Y, Hirota K: Genetic algorithms for a family of image similarity models incorporated in the relevance feedback mechanism. Appl Soft Comput 2(4):306\u2013327, 2003","journal-title":"Appl Soft Comput"},{"issue":"10","key":"9730_CR29","doi-asserted-by":"crossref","first-page":"3318","DOI":"10.1109\/TIM.2011.2135010","volume":"60","author":"CC Lai","year":"2011","unstructured":"Lai CC, Chen YC: A user-oriented image retrieval system based on interactive genetic algorithm. IEEE Trans Instrum Meas 60(10):3318\u20133325, 2011","journal-title":"IEEE Trans Instrum Meas"},{"issue":"7","key":"9730_CR30","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala T, Pietik\u00e4inen M, M\u00e4enp\u00e4\u00e4 T: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans Pattern Anal Mach Intell 24(7):971\u2013987, 2002","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"10","key":"9730_CR31","doi-asserted-by":"crossref","first-page":"4492","DOI":"10.1109\/TIP.2012.2204271","volume":"21","author":"Y Zhao","year":"2012","unstructured":"Zhao Y, Huang DS, Jia W: Completed local binary count for rotation invariant texture classification. IEEE Trans Image Process 21(10):4492\u20134497, 2012","journal-title":"IEEE Trans Image Process"},{"issue":"6","key":"9730_CR32","doi-asserted-by":"crossref","first-page":"1657","DOI":"10.1109\/TIP.2010.2044957","volume":"19","author":"ZH Guo","year":"2010","unstructured":"Guo ZH, Zhang L, Zhang D: A completed modeling of local binary pattern operator for texture classification. IEEE Trans Image Process 19(6):1657\u20131663, 2010","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"9730_CR33","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1109\/TPAMI.1986.4767799","volume":"8","author":"E Persoon","year":"1977","unstructured":"Persoon E, Fu K: Shape discrimination using fourier descriptors. IEEE Trans Pattern Anal Mach Intell 8(3):388\u2013397, 1977","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"3","key":"9730_CR34","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1109\/TC.1972.5008949","volume":"21","author":"CT Zahn","year":"1972","unstructured":"Zahn CT, Roskies RZ: Fourier descriptors for plane closed curves. IEEE Trans Comput 21(3):269\u2013281, 1972","journal-title":"IEEE Trans Comput"},{"issue":"11","key":"9730_CR35","doi-asserted-by":"crossref","first-page":"3019","DOI":"10.1007\/s13369-012-0455-3","volume":"38","author":"A Tahmasebi","year":"2013","unstructured":"Tahmasebi A, Pourghassem H: A novel intra-class distance-based signature identification algorithm using weighted gabor features and dynamic characteristics. Arab J Sci Eng 38(11):3019\u20133029, 2013","journal-title":"Arab J Sci Eng"},{"key":"9730_CR36","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1109\/ICME.2002.1035809","volume":"1","author":"DS Zhang","year":"2002","unstructured":"Zhang DS, Lu G: Generic fourier descriptor for shape-based image retrieval. IEEE Int Conf Multimed Expo 1:425\u2013428, 2002","journal-title":"IEEE Int Conf Multimed Expo"},{"key":"9730_CR37","doi-asserted-by":"crossref","unstructured":"D. S. Zhang and G. Lu: Enhanced generic Fourier descriptors for object-based image retrieval: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2002), 2002, pp 3668_3671","DOI":"10.1109\/ICASSP.2002.5745451"},{"issue":"1","key":"9730_CR38","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1364\/JOSAA.30.000013","volume":"30","author":"S Shahbeig","year":"2013","unstructured":"Shahbeig S, Pourghassem H: A fast and automatic algorithm for optic disc extraction in retinal images using PCA-based pre-processing and curvelet transform. J Opt Soc Am A 30(1):13\u201321, 2013","journal-title":"J Opt Soc Am A"},{"issue":"2","key":"9730_CR39","first-page":"213","volume":"20","author":"H Pourghassem","year":"2012","unstructured":"Pourghassem H: A novel material detection algorithm based on 2D GMM-based power density function and image detail addition scheme in dual energy x-ray images. J X-Ray Sci Technol (IOS press) 20(2):213\u2013228, 2012","journal-title":"J X-Ray Sci Technol (IOS press)"},{"issue":"2","key":"9730_CR40","first-page":"9","volume":"4","author":"H Pourghassem","year":"2010","unstructured":"Pourghassem H: A relevance feedback approach based on modification of similarity measure using particle swarm optimization in a medical x-ray image retrieval system. Majlesi J Electrical Eng 4(2):9\u201317, 2010","journal-title":"Majlesi J Electrical Eng"},{"key":"9730_CR41","doi-asserted-by":"crossref","unstructured":"P. Clough, H. Muller, T. Deselaers, M. Grubinger, T. M. Lehmann, J. Jensen, W. Hersh: The CLEF 2005 Cross\u2013Language Image Retrieval Track: 6th Workshop of the Cross-Language Evaluation Forum, CLEF 2005, Vienna, Austria: 21\u201323, 2006, September, 2005, pp. 535\u2013557","DOI":"10.1007\/11878773_60"},{"key":"9730_CR42","first-page":"1","volume":"2670","author":"JR Smith","year":"1996","unstructured":"Smith JR, Chang S: Tools and techniques for color image retrieval. Storage Retrieval Image Video Databases IV 2670:1\u201312, 1996","journal-title":"Storage Retrieval Image Video Databases IV"},{"key":"9730_CR43","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1109\/ICPR.2004.1334280","volume":"2","author":"T Deselaers","year":"2004","unstructured":"Deselaers T, Keysers D, Ney H: Classification error rate for quantitative evaluation of content-based image retrieval systems. Proc 17th International Conf Pattern Recognit 2:505\u2013508, 2004","journal-title":"Proc 17th International Conf Pattern Recognit"}],"container-title":["Journal of Digital Imaging"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-014-9730-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10278-014-9730-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-014-9730-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T21:14:29Z","timestamp":1598303669000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10278-014-9730-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,23]]},"references-count":43,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,4]]}},"alternative-id":["9730"],"URL":"https:\/\/doi.org\/10.1007\/s10278-014-9730-z","relation":{},"ISSN":["0897-1889","1618-727X"],"issn-type":[{"value":"0897-1889","type":"print"},{"value":"1618-727X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,23]]}}}