{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T04:29:34Z","timestamp":1725856174008},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319245218"},{"type":"electronic","value":"9783319245232"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-24523-2_2","type":"book-chapter","created":{"date-parts":[[2016,5,23]],"date-time":"2016-05-23T19:09:03Z","timestamp":1464030543000},"page":"25-48","source":"Crossref","is-referenced-by-count":0,"title":["Fast Uncertainty-Guided Fuzzy C-Means Segmentation of Medical Images"],"prefix":"10.1007","author":[{"given":"Ahmed","family":"Al-Taie","sequence":"first","affiliation":[]},{"given":"Horst K.","family":"Hahn","sequence":"additional","affiliation":[]},{"given":"Lars","family":"Linsen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,5,22]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","first-page":"972","DOI":"10.1212\/WNL.50.4.972","volume":"50","author":"C. Guttmann","year":"1998","unstructured":"Guttmann, C., Jolesz, F.A., Kikinis, R., Killiany, R., Moss, M., Sandor, T., Albert, M.: White matter changes with normal aging. Neurology 50, 972\u2013978 (1998)","journal-title":"Neurology"},{"key":"2_CR2","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1001\/archneur.1994.00540230067015","volume":"51","author":"W.C. Heindel","year":"1994","unstructured":"Heindel, W.C., Jernigan, T.L., Archibald, S.L., Achim, C.L., Masliah, E., Wiley, C.A.: The relationship of quantitative brain magnetic resonance imaging measures to neuropathologic indexes of human immunodeficiency virus infection. Arch. Neurol. 51, 1129\u201335 (1994)","journal-title":"Arch. Neurol."},{"key":"2_CR3","first-page":"3429","volume":"6","author":"N.A. Mohamed","year":"1999","unstructured":"Mohamed, N.A., Ahmed, M.N., Farag, A.: Modified fuzzy c-mean in medical image segmentation. In: Proceedings IEEE International Conference on Acoustics, Speech, and Signal Processing, Piscataway, NI, USA, vol. 6, pp. 3429\u20133432 (1999)","journal-title":"In: Proceedings IEEE International Conference on Acoustics, Speech, and Signal Processing, Piscataway, NI, USA"},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Ahmed, M.N., Yamany, S.M., Mohamed, N., Farag, A.A., and Moriarty, T.: A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data. IEEE Trans. Med. Imaging 21(3), 193\u2013199","DOI":"10.1109\/42.996338"},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Pham, D.L.: Fuzzy clustering with spatial constraints. In: 2002 Proceedings International Conference on Image Processing, vol. 2, pp. II\u201365\u2013II\u201368 (2002)","DOI":"10.1109\/ICIP.2002.1039888"},{"issue":"4","key":"2_CR6","doi-asserted-by":"crossref","first-page":"1907","DOI":"10.1109\/TSMCB.2004.831165","volume":"34","author":"S. Chen","year":"2004","unstructured":"Chen S., Zhang, D.: Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance metric. IEEE Trans. Syst. Man Cybern. B 34(4), 1907\u20131916 (2004)","journal-title":"IEEE Trans. Syst. Man Cybern. B"},{"issue":"1","key":"2_CR7","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.artmed.2004.01.012","volume":"32","author":"D. Zhang","year":"2004","unstructured":"Zhang, D., Chen, S.: A novel kernelised fuzzy c-means algorithm with application in medical image segmentation. Artif. Intell. Med. 32(1), 37\u201350 (2004)","journal-title":"Artif. Intell. Med."},{"issue":"8","key":"2_CR8","doi-asserted-by":"crossref","first-page":"1059","DOI":"10.1142\/S0218001405004447","volume":"19","author":"K. Yuan","year":"2005","unstructured":"Yuan, K., Wu, L., Cheng, Q.S., Bao, S., Chen, C., Zhang, H.,: A novel fuzzy c-means algorithm and its application. Int. J. Pattern Recognit. Artif. Intell. 19(8), 1059\u20131066 (2005)","journal-title":"Int. J. Pattern Recognit. Artif. Intell."},{"issue":"1","key":"2_CR9","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.compmedimag.2005.10.001","volume":"30","author":"K.-S. Chuang","year":"2006","unstructured":"Chuang, K.-S., Tzeng, H.-L., Chen, S., Wu, J., Chen, T.-J.: Fuzzy c-means clustering with spatial information for image segmentation. Comput. Med. Imaging Graph. 30(1), 9\u201315 (2006)","journal-title":"Comput. Med. Imaging Graph."},{"issue":"3","key":"2_CR10","doi-asserted-by":"crossref","first-page":"825","DOI":"10.1016\/j.patcog.2006.07.011","volume":"40","author":"W. Cai","year":"2007","unstructured":"Cai, W., Chen, S., Zhang, D.: Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation. Pattern Recogn. 40(3), 825\u2013838 (2007)","journal-title":"Pattern Recogn."},{"issue":"10","key":"2_CR11","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1109\/97.720555","volume":"5","author":"Y.A. Tolias","year":"1998","unstructured":"Tolias, Y.A., Panas, S.M.: On applying spatial constraints in fuzzy image clustering using a fuzzy rule-based system. IEEE Signal Process Lett. 5(10), 245\u2013247 (1998)","journal-title":"IEEE Signal Process Lett."},{"issue":"3","key":"2_CR12","doi-asserted-by":"crossref","first-page":"1113","DOI":"10.1111\/j.1467-8659.2009.01691.x","volume":"29","author":"A. Saad","year":"2010","unstructured":"Saad, A., M\u00f6ller, T. and Hamarneh, G.: Probexplorer: uncertainty-guided exploration and editing of probabilistic medical image segmentation. Comput. Graphics Forum 29(3), 1113\u20131122 (2010)","journal-title":"Comput. Graphics Forum"},{"key":"2_CR13","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/S1361-8415(00)00041-4","volume":"5","author":"S.D. Olabarriagaa","year":"2001","unstructured":"Olabarriagaa S.D., Smeuldersb A.W.M.: Interaction in the segmentation of medical images: a survey. Med. Image Anal. 5, 127\u2013142 (2001)","journal-title":"Med. Image Anal."},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Al-Taie, A., Hahn, H.K., Linsen, L.: Uncertainty estimation and visualization in probabilistic segmentation. Comput. Graph. 39(0), 48\u201359 (2014); Available online: 26 October 2013","DOI":"10.1016\/j.cag.2013.10.012"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"El-Melegy, M.T., Mokhtar, H.: Incorporating prior information in the fuzzy c-mean algorithm with application to brain tissues segmentation in MRI. In: International Conference on Image Processing (ICIP), pp. 3393\u20133396. IEEE (2009)","DOI":"10.1109\/ICIP.2009.5413871"},{"key":"2_CR16","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1007\/978-3-642-02498-6_24","volume-title":"Information Processing in Medical Imaging. Lecture Notes in Computer Science","author":"C. Li","year":"2009","unstructured":"Li, C., Xu, C., Anderson, A.W., Gore, J.C.: MRI tissue classification and bias field estimation based on coherent local intensity clustering: a unified energy minimization framework. In Prince, J.L., Pham, D.L., Myers, K.J. (eds.) Information Processing in Medical Imaging. Lecture Notes in Computer Science, vol. 5636, pp. 288\u2013299. Springer, Berlin\/Heidelberg (2009)"},{"issue":"8","key":"2_CR17","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1016\/j.compmedimag.2008.08.004","volume":"32","author":"J. Wang","year":"2008","unstructured":"Wang, J., Kong, J., Lu, Y., Qi, M., Zhang, B.: A modified FCM algorithm for MRI brain image segmentation using both local and non-local spatial constraints. Comput. Med. Imaging Graph. 32(8), 685\u2013698 (2008)","journal-title":"Comput. Med. Imaging Graph."},{"issue":"5","key":"2_CR18","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1016\/j.compmedimag.2010.12.001","volume":"35","author":"Z.-X. Ji","year":"2011","unstructured":"Ji, Z.-X., Sun, Q.-S., Xia, D.-S.: A modified possibilistic fuzzy c-means clustering algorithm for bias field estimation and segmentation of brain mr image. Comput. Med. Imaging Graph. 35(5), 383\u2013397 (2011)","journal-title":"Comput. Med. Imaging Graph."},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Szil\u00e1gyi, L., Benyo, Z., Szil\u00e1gyi, S.M., Adam, H.S.: Mr brain image segmentation using an enhanced fuzzy c-means algorithm. In: Proceedings of the 25th Annual International Conference of the IEEE, vol. 1, pp. 724\u2013726. Engineering in Medicine and Biology Society (2003)","DOI":"10.1109\/IEMBS.2003.1279866"},{"issue":"6","key":"2_CR20","doi-asserted-by":"crossref","first-page":"1358","DOI":"10.1109\/TVCG.2010.208","volume":"16","author":"J.S. Pra\u00dfni","year":"2010","unstructured":"Pra\u00dfni, J.S., Ropinski, T., Hinrichs, K.: Uncertainty-aware guided volume segmentation. IEEE Trans. Vis. Comput. Graph. 16(6), 1358\u20131365 (2010)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"issue":"1","key":"2_CR21","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1109\/MCG.2013.14","volume":"33","author":"K.C. Potter","year":"2013","unstructured":"Potter, K.C., Gerber, S., Anderson, E.W.: Visualization of uncertainty without a mean. IEEE Comput. Graph. Appl. 33(1), 75\u201379 (2013)","journal-title":"IEEE Comput. Graph. Appl."},{"key":"2_CR22","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"J.C. Bezdek","year":"1981","unstructured":"Bezdek J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms. Plenum, New York (1981)"},{"key":"2_CR23","unstructured":"MNI. Brainweb, Simulated Brain Database: Available since 1997. Available at http:\/\/www.bic.mni.mcgill.ca\/brainweb\/ , access time: on November 2012, 1997"},{"key":"2_CR24","unstructured":"IBSR. The Internet Brain Segmentation Repository (IBSR): Available since 1996. Available at http:\/\/www.cma.mgh.harvard.edu\/ibsr\/ , access time: on October 2012, 1996"}],"container-title":["Mathematics and Visualization","Visualization in Medicine and Life Sciences III"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-24523-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,8]],"date-time":"2019-09-08T17:10:46Z","timestamp":1567962646000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-24523-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319245218","9783319245232"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-24523-2_2","relation":{},"ISSN":["1612-3786","2197-666X"],"issn-type":[{"type":"print","value":"1612-3786"},{"type":"electronic","value":"2197-666X"}],"subject":[],"published":{"date-parts":[[2016]]}}}