{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T14:47:21Z","timestamp":1748616441365},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642237126"},{"type":"electronic","value":"9783642237133"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23713-3_31","type":"book-chapter","created":{"date-parts":[[2011,8,22]],"date-time":"2011-08-22T04:28:26Z","timestamp":1313987306000},"page":"244-252","source":"Crossref","is-referenced-by-count":8,"title":["Stable Automatic Unsupervised Segmentation of Retinal Vessels Using Self-Organizing Maps and a Modified Fuzzy C-Means Clustering"],"prefix":"10.1007","author":[{"given":"Carmen Alina","family":"Lupa\u015fcu","sequence":"first","affiliation":[]},{"given":"Domenico","family":"Tegolo","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"9","key":"31_CR1","doi-asserted-by":"publisher","first-page":"1488","DOI":"10.1109\/TMI.2009.2017941","volume":"28","author":"B. Al-Diri","year":"2009","unstructured":"Al-Diri, B., Hunter, A., Steel, D.: An active contour model for segmenting and measuring retinal vessels. IEEE Transactions on Medical Imaging\u00a028(9), 1488\u20131497 (2009)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"3","key":"31_CR2","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1109\/42.34715","volume":"8","author":"S. Chaudhuri","year":"1989","unstructured":"Chaudhuri, S., Chatterjee, S., Katz, N., Nelson, M., Goldbaum, M.: Detection of blood vessels in retinal images using two-dimensional matched filters. IEEE Transactions on Medical Imaging\u00a08(3), 263\u2013269 (1989)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"6","key":"31_CR3","first-page":"3144","volume":"20","author":"O. Chutatape","year":"1998","unstructured":"Chutatape, O., Zheng, L., Krishnan, S.M.: Retinal blood vessel detection and tracking by matched gaussian and kalman filters. Proceeding of IEEE Int. Conf. Emg. and Bio. Society\u00a020(6), 3144\u20133149 (1998)","journal-title":"Proceeding of IEEE Int. Conf. Emg. and Bio. Society"},{"key":"31_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1007\/BFb0056195","volume-title":"Medical Image Computing and Computer-Assisted Intervention - MICCAI\u201998","author":"A. Frangi","year":"1998","unstructured":"Frangi, A., Niessen, W.J., Vincken, K.L., Viergever, M.A.: Multiscale vessel enhancement filtering. In: Wells, W.M., Colchester, A.C.F., Delp, S.L. (eds.) MICCAI 1998. LNCS, vol.\u00a01496, pp. 130\u2013137. Springer, Heidelberg (1998)"},{"key":"31_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/978-3-642-13800-3_10","volume-title":"Learning and Intelligent Optimization","author":"R. Giancarlo","year":"2010","unstructured":"Giancarlo, R., Lo Bosco, G., Pinello, L.: Distance functions, clustering algorithms and microarray data analysis. In: Blum, C., Battiti, R. (eds.) LION 4. LNCS, vol.\u00a06073, pp. 125\u2013138. Springer, Heidelberg (2010)"},{"issue":"1","key":"31_CR6","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1109\/TPAMI.2003.1159954","volume":"25","author":"X. Jiang","year":"2003","unstructured":"Jiang, X., Mojon, D.: Adaptive local thresholding by verification-based multithreshold probing with application to vessel detection in retinal images. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a025(1), 131\u2013137 (2003)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"31_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-88163-3","volume-title":"Self-organization and associative memory","author":"T. Kohonen","year":"1989","unstructured":"Kohonen, T.: Self-organization and associative memory. Springer, Berlin (1989)"},{"key":"31_CR8","unstructured":"Kohonen, T., Hynninen, J., Kangas, J., Laaksonen, J.: Som pak: The self-organizing map program package. Report A31, Helsinki University of Technology, Laboratory of Computer and Information Science (January 1996)"},{"key":"31_CR9","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1023\/A:1008097225773","volume":"30","author":"T. Lindeberg","year":"1998","unstructured":"Lindeberg, T.: Edge detection and ridge detection with automatic scale selection. Int. J. Comp. Vis.\u00a030, 117\u2013156 (1998)","journal-title":"Int. J. Comp. Vis."},{"key":"31_CR10","doi-asserted-by":"crossref","unstructured":"Lupa\u015fcu, C.A., Tegolo, D.: Automatic unsupervised segmentation of retinal vessels using self-organizing maps and k-means clustering. In: Proc. of CIBB 2010 Conference, Palermo, Italy (September 2010)","DOI":"10.1007\/978-3-642-21946-7_21"},{"key":"31_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"655","DOI":"10.1007\/978-3-642-03767-2_80","volume-title":"Computer Analysis of Images and Patterns","author":"C.A. Lupa\u015fcu","year":"2009","unstructured":"Lupa\u015fcu, C.A., Tegolo, D., Trucco, E.: A comparative study on feature selection for retinal vessel segmentation using fabc. In: Jiang, X., Petkov, N. (eds.) CAIP 2009. LNCS, vol.\u00a05702, pp. 655\u2013662. Springer, Heidelberg (2009)"},{"issue":"5","key":"31_CR12","doi-asserted-by":"publisher","first-page":"1267","DOI":"10.1109\/TITB.2010.2052282","volume":"14","author":"C.A. Lupa\u015fcu","year":"2010","unstructured":"Lupa\u015fcu, C.A., Trucco, E., Tegolo, D.: Fabc: Retinal vessel segmentation using adaboost. IEEE Transactions on Information Technology in Biomedicine\u00a014(5), 1267\u20131274 (2010)","journal-title":"IEEE Transactions on Information Technology in Biomedicine"},{"key":"31_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1007\/10704282_10","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI\u201999","author":"M. Mart\u00ednez-P\u00e9rez","year":"1999","unstructured":"Mart\u00ednez-P\u00e9rez, M., Hughes, A., Stanton, A., Thom, S., Bharath, A., Parker, K.: Scale-space analysis for the characterisation of retinal blood vessels. In: Taylor, C., Colchester, A. (eds.) MICCAI 1999. LNCS, vol.\u00a01679, pp. 90\u201397. Springer, Heidelberg (1999)"},{"key":"31_CR14","first-page":"648","volume":"5370","author":"M. Niemeijer","year":"2004","unstructured":"Niemeijer, M., Staal, J., van Ginneken, B., Loog, M., Abr\u00e1moff, M.D.: Comparative study of retinal vessel segmentation methods on a new publicly available database. SPIE Medical Imaging\u00a05370, 648\u2013656 (2004)","journal-title":"SPIE Medical Imaging"},{"key":"31_CR15","doi-asserted-by":"publisher","first-page":"902","DOI":"10.1136\/bjo.83.8.902","volume":"83","author":"C. Sinthanayothin","year":"1999","unstructured":"Sinthanayothin, C., Boyce, F.J., Cook, L.H., Williamson, H.T.: Automated localisation of the optic disc, fovea, and retinal blood vessels from digital colour fundus images. Br. J. Ophthalmol.\u00a083, 902\u2013910 (1999)","journal-title":"Br. J. Ophthalmol."},{"issue":"9","key":"31_CR16","doi-asserted-by":"publisher","first-page":"1214","DOI":"10.1109\/TMI.2006.879967","volume":"25","author":"V.B.J. Soares","year":"2006","unstructured":"Soares, V.B.J., Leandro, J.G.J., Cesar, R.M.J., Jelinek, F.H., Cree, M.J.: Retinal vessel segmentation using the 2-d gabor wavelet and supervised classification. IEEE Transactions on Medical Imaging\u00a025(9), 1214\u20131222 (2006)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"12","key":"31_CR17","doi-asserted-by":"publisher","first-page":"1531","DOI":"10.1109\/TMI.2006.884190","volume":"25","author":"M. Sofka","year":"2006","unstructured":"Sofka, M., Stewart, C.V.: Retinal vessel centerline extraction using multiscale matched filters, confidence and edge measures. IEEE Transactions on Medical Imaging\u00a025(12), 1531\u20131546 (2006)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"4","key":"31_CR18","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1109\/TMI.2004.825627","volume":"23","author":"J. Staal","year":"2004","unstructured":"Staal, J., Abr\u00e1moff, M.D., Niemeijer, M., Viergever, M.A., van Ginneken, B.: Ridge-based vessel segmentation in color images of the retina. IEEE Transactions on Medical Imaging\u00a023(4), 501\u2013509 (2004)","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"31_CR19","doi-asserted-by":"crossref","unstructured":"Vesanto, J.: Som-based data visualization methods. Intelligent Data Analysis journal (1999)","DOI":"10.3233\/IDA-1999-3203"},{"key":"31_CR20","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/j.compmedimag.2009.09.006","volume":"34","author":"M. Vlachos","year":"2010","unstructured":"Vlachos, M., Dermatas, E.: Multi-scale retinal vessel segmentation using line tracking. Computerized Medical Imaging and Graphics\u00a034, 213\u2013227 (2010)","journal-title":"Computerized Medical Imaging and Graphics"},{"issue":"7","key":"31_CR21","doi-asserted-by":"publisher","first-page":"1010","DOI":"10.1109\/83.931095","volume":"10","author":"F. Zana","year":"2001","unstructured":"Zana, F., Klein, J.C.: Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation. IEEE Transactions on Image Processing\u00a010(7), 1010\u20131019 (2001)","journal-title":"IEEE Transactions on Image Processing"}],"container-title":["Lecture Notes in Computer Science","Fuzzy Logic and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23713-3_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T06:04:39Z","timestamp":1638338679000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23713-3_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642237126","9783642237133"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23713-3_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}