{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T02:44:16Z","timestamp":1761965056441,"version":"3.37.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030059170"},{"type":"electronic","value":"9783030059187"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-05918-7_30","type":"book-chapter","created":{"date-parts":[[2018,12,17]],"date-time":"2018-12-17T18:43:18Z","timestamp":1545072198000},"page":"331-340","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Skin Lesion Segmentation Using Enhanced Unified Markov Random Field"],"prefix":"10.1007","author":[{"given":"Omran","family":"Salih","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Serestina","family":"Viriri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,12,18]]},"reference":[{"issue":"8","key":"30_CR1","doi-asserted-by":"publisher","first-page":"670","DOI":"10.1016\/j.compmedimag.2008.08.003","volume":"32","author":"ME Celebi","year":"2008","unstructured":"Celebi, M.E., et al.: Automatic detection of blue-white veil and related structures in dermoscopy images. Comput. Med. Imaging Graph. 32(8), 670\u2013677 (2008)","journal-title":"Comput. Med. Imaging Graph."},{"issue":"6","key":"30_CR2","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1016\/j.compmedimag.2007.01.003","volume":"31","author":"ME Celebi","year":"2007","unstructured":"Celebi, M.E., et al.: A methodological approach to the classification of dermoscopy images. Comput. Med. Imaging Graph. 31(6), 362\u2013373 (2007)","journal-title":"Comput. Med. Imaging Graph."},{"key":"30_CR3","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1201\/b19107-5","volume-title":"Dermoscopy Image Analysis","author":"M Celebi","year":"2015","unstructured":"Celebi, M.E., Wen, Q., Iyatomi, H., Shimizu, K., Zhou, H., Schaefer, G.: A state-of-the-art survey on lesion border detection in dermoscopy images. In: Dermoscopy Image Analysis, pp. 97\u2013129 (2015)"},{"issue":"10","key":"30_CR4","doi-asserted-by":"publisher","first-page":"860","DOI":"10.1049\/iet-ipr.2016.1070","volume":"11","author":"X Chen","year":"2017","unstructured":"Chen, X., Zheng, C., Yao, H., Wang, B.: Image segmentation using a unified markov random field model. IET Image Process. 11(10), 860\u2013869 (2017)","journal-title":"IET Image Process."},{"issue":"5","key":"30_CR5","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1109\/TCSVT.2003.811605","volume":"13","author":"S-Y Chien","year":"2003","unstructured":"Chien, S.-Y., Huang, Y.-W., Chen, L.-G.: Predictive watershed: a fast watershed algorithm for video segmentation. IEEE Trans. Circuits Syst. Video Technol. 13(5), 453\u2013461 (2003)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"5","key":"30_CR6","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1109\/34.1000236","volume":"24","author":"D Comaniciu","year":"2002","unstructured":"Comaniciu, D., Meer, P.: Mean shift: a robust approach toward feature space analysis. IEEE Trans. Pattern Anal. Mach. Intell. 24(5), 603\u2013619 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"30_CR7","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1016\/0734-189X(86)90223-9","volume":"33","author":"S Zenzo Di","year":"1986","unstructured":"Di Zenzo, S.: A note on the gradient of a multi-image. Comput. Vis. Graph. Image Process. 33(1), 116\u2013125 (1986)","journal-title":"Comput. Vis. Graph. Image Process."},{"issue":"11","key":"30_CR8","doi-asserted-by":"publisher","first-page":"1811","DOI":"10.1586\/era.10.170","volume":"10","author":"E Erdei","year":"2010","unstructured":"Erdei, E., Torres, S.M.: A new understanding in the epidemiology of melanoma. Expert Rev. Anticancer Ther. 10(11), 1811\u20131823 (2010)","journal-title":"Expert Rev. Anticancer Ther."},{"issue":"19","key":"30_CR9","doi-asserted-by":"publisher","first-page":"6578","DOI":"10.1016\/j.eswa.2015.04.034","volume":"42","author":"I Giotis","year":"2015","unstructured":"Giotis, I., Molders, N., Land, S., Biehl, M., Jonkman, M.F., Petkov, N.: Med-node: a computer-assisted melanoma diagnosis system using non-dermoscopic images. Expert Syst. Appl. 42(19), 6578\u20136585 (2015)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"30_CR10","doi-asserted-by":"publisher","first-page":"69","DOI":"10.3322\/caac.20107","volume":"61","author":"A Jemal","year":"2011","unstructured":"Jemal, A., Bray, F., Center, M.M., Ferlay, J., Ward, E., Forman, D.: Global cancer statistics. CA Cancer J. Clin. 61(2), 69\u201390 (2011)","journal-title":"CA Cancer J. Clin."},{"key":"30_CR11","doi-asserted-by":"crossref","unstructured":"Jie, F., Shi, Y., Li, Y., Liu,Z.: Interactive region-based MRF image segmentation. In: 2011 4th International Congress on Image and Signal Processing (CISP), vol. 3, pp. 1263\u20131267. IEEE (2011)","DOI":"10.1109\/CISP.2011.6100488"},{"issue":"12","key":"30_CR12","doi-asserted-by":"publisher","first-page":"2290","DOI":"10.1109\/TPAMI.2009.96","volume":"31","author":"A Levinshtein","year":"2009","unstructured":"Levinshtein, A., Stere, A., Kutulakos, K.N., Fleet, D.J., Dickinson, S.J., Siddiqi, K.: Turbopixels: fast superpixels using geometric flows. IEEE Trans. Pattern Anal. Mach. Intell. 31(12), 2290\u20132297 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"30_CR13","doi-asserted-by":"publisher","unstructured":"Li, S.Z.: Markov Random Field Modeling in Image Analysis. Springer, London (2009).\nhttps:\/\/doi.org\/10.1007\/978-1-84800-279-1","DOI":"10.1007\/978-1-84800-279-1"},{"key":"30_CR14","first-page":"A768","volume":"153","author":"T Nijsten","year":"2009","unstructured":"Nijsten, T., Louwman, M.W., Coebergh, J.W., et al.: Skin cancer epidemic in the Netherlands. Ned. Tijdschr. Geneeskd. 153, A768\u2013A768 (2009)","journal-title":"Ned. Tijdschr. Geneeskd."},{"issue":"3","key":"30_CR15","doi-asserted-by":"publisher","first-page":"380","DOI":"10.1093\/sysbio\/45.3.380","volume":"45","author":"R Real","year":"1996","unstructured":"Real, R., Vargas, J.M.: The probabilistic basis of jaccard\u2019s index of similarity. Syst. Biol. 45(3), 380\u2013385 (1996)","journal-title":"Syst. Biol."},{"issue":"4","key":"30_CR16","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1017\/S135132491000029X","volume":"17","author":"M Recasens","year":"2011","unstructured":"Recasens, M., Hovy, E.: Blanc: implementing the rand index for coreference evaluation. Nat. Lang. Eng. 17(4), 485\u2013510 (2011)","journal-title":"Nat. Lang. Eng."},{"issue":"10","key":"30_CR17","doi-asserted-by":"publisher","first-page":"1081","DOI":"10.1001\/jamadermatol.2015.1187","volume":"151","author":"HW Rogers","year":"2015","unstructured":"Rogers, H.W., Weinstock, M.A., Feldman, S.R., Coldiron, B.M.: Incidence estimate of nonmelanoma skin cancer (keratinocyte carcinomas) in the us population 2012. JAMA Dermatology 151(10), 1081\u20131086 (2015)","journal-title":"JAMA Dermatology"},{"issue":"8","key":"30_CR18","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 888\u2013905 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"30_CR19","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1158\/1055-9965.EPI-07-0301","volume":"17","author":"D Wartman","year":"2008","unstructured":"Wartman, D., Weinstock, M.: Are we overemphasizing sun avoidance in protection from melanoma? Cancer Epidemiol. Prev. Biomarkers 17(3), 469\u2013470 (2008)","journal-title":"Cancer Epidemiol. Prev. Biomarkers"}],"container-title":["Lecture Notes in Computer Science","Mining Intelligence and Knowledge Exploration"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-05918-7_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,12,17]],"date-time":"2018-12-17T18:50:59Z","timestamp":1545072659000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-05918-7_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030059170","9783030059187"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-05918-7_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"MIKE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Mining Intelligence and Knowledge Exploration","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cluj-Napoca","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Romania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 December 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 December 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mike2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.mike.org.in\/2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}