{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T15:00:04Z","timestamp":1761663604283,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319609638"},{"type":"electronic","value":"9783319609645"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","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":[[2017]]},"DOI":"10.1007\/978-3-319-60964-5_1","type":"book-chapter","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T10:28:53Z","timestamp":1498040933000},"page":"3-14","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["End-to-End Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography"],"prefix":"10.1007","author":[{"given":"Arunava","family":"Chakravarty","sequence":"first","affiliation":[]},{"given":"Jayanthi","family":"Sivaswamy","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,22]]},"reference":[{"issue":"1","key":"1_CR1","first-page":"53","volume":"53","author":"SJ Chiu","year":"2012","unstructured":"Chiu, S.J., Izatt, J.A., O\u2019Connell, R.V., Winter, K.P., Toth, C.A., Farsiu, S.: Validated automatic segmentation of AMD pathology including drusen and geographic atrophy in SD-OCT images. IOVS 53(1), 53\u201361 (2012)","journal-title":"IOVS"},{"issue":"18","key":"1_CR2","doi-asserted-by":"publisher","first-page":"19413","DOI":"10.1364\/OE.18.019413","volume":"18","author":"SJ Chiu","year":"2010","unstructured":"Chiu, S.J., Li, X.T., Nicholas, P., Toth, C.A., Izatt, J.A., Farsiu, S.: Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation. Opt. Exp. 18(18), 19413\u201319428 (2010)","journal-title":"Opt. Exp."},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Finley, T., Joachims, T.: Training structural SVMs when exact inference is intractable. In: ICML, pp. 304\u2013311 (2008)","DOI":"10.1145\/1390156.1390195"},{"issue":"9","key":"1_CR4","first-page":"1436","volume":"28","author":"MK Garvin","year":"2009","unstructured":"Garvin, M.K., Abramoff, M.D., Wu, X., Russell, S.R., Burns, T.L., Sonka, M.: Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images. IEEE TMI 28(9), 1436\u20131447 (2009)","journal-title":"IEEE TMI"},{"issue":"6","key":"1_CR5","first-page":"2012","volume":"46","author":"H Ishikawa","year":"2005","unstructured":"Ishikawa, H., Stein, D.M., Wollstein, G., Beaton, S., Fujimoto, J.G., Schuman, J.S.: Macular segmentation with optical coherence tomography. IOVS 46(6), 2012\u20132017 (2005)","journal-title":"IOVS"},{"issue":"10","key":"1_CR6","doi-asserted-by":"publisher","first-page":"1568","DOI":"10.1109\/TPAMI.2006.200","volume":"28","author":"V Kolmogorov","year":"2006","unstructured":"Kolmogorov, V.: Convergent tree-reweighted message passing for energy minimization. IEEE PAMI 28(10), 1568\u20131583 (2006)","journal-title":"IEEE PAMI"},{"key":"1_CR7","unstructured":"Lacoste-Julien, S., Jaggi, M., Schmidt, M., Pletscher, P.: Block-coordinate frank-wolfe optimization for structural SVMs. In: ICML, pp. 53\u201361 (2013)"},{"issue":"5","key":"1_CR8","doi-asserted-by":"publisher","first-page":"1358","DOI":"10.1364\/BOE.1.001358","volume":"1","author":"M Mayer","year":"2010","unstructured":"Mayer, M., Hornegger, J., Mardin, C.Y., Tornow, R.P.: Retinal nerve fiber layer segmentation on FD-OCT scans of normal subjects and glaucoma patients. Opt. Exp. 1(5), 1358\u20131383 (2010)","journal-title":"Opt. Exp."},{"issue":"1","key":"1_CR9","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1016\/j.media.2015.08.008","volume":"26","author":"J Novosel","year":"2015","unstructured":"Novosel, J., Thepass, G., Lemij, H.G., de Boer, J.F., Vermeer, K.A., van Vliet, L.J.: Loosely coupled level sets for simultaneous 3D retinal layer segmentation in optical coherence tomography. Med. Image Anal. 26(1), 146\u2013158 (2015)","journal-title":"Med. Image Anal."},{"issue":"2","key":"1_CR10","first-page":"143","volume":"19","author":"LG Nyul","year":"2000","unstructured":"Nyul, L.G., Udupa, J.K., Zhang, X.: New variants of a method of MRI scale standardization. IEEE TMI 19(2), 143\u2013150 (2000)","journal-title":"IEEE TMI"},{"issue":"12","key":"1_CR11","doi-asserted-by":"publisher","first-page":"3857","DOI":"10.1016\/j.patcog.2015.06.009","volume":"48","author":"F Rossant","year":"2015","unstructured":"Rossant, F., Bloch, I., Ghorbel, I., Paques, M.: Parallel double snakes. Application to the segmentation of retinal layers in 2D-OCT for pathological subjects. Pattern Recogn. 48(12), 3857\u20133870 (2015)","journal-title":"Pattern Recogn."},{"issue":"2","key":"1_CR12","first-page":"441","volume":"34","author":"F Shi","year":"2015","unstructured":"Shi, F., Chen, X., Zhao, H., Zhu, W., Xiang, D., Gao, E., Sonka, M., Chen, H.: Automated 3-D retinal layer segmentation of macular optical coherence tomography images with serous pigment epithelial detachments. IEEE TMI 34(2), 441\u2013452 (2015)","journal-title":"IEEE TMI"},{"issue":"2","key":"1_CR13","first-page":"376","volume":"32","author":"Q Song","year":"2013","unstructured":"Song, Q., Bai, J., Garvin, M.K., Sonka, M., Buatti, J.M., Wu, X.: Optimal multiple surface segmentation with shape and context priors. IEEE TMI 32(2), 376\u2013386 (2013)","journal-title":"IEEE TMI"},{"issue":"2","key":"1_CR14","first-page":"484","volume":"30","author":"A Yazdanpanah","year":"2011","unstructured":"Yazdanpanah, A., Hamarneh, G., Smith, B.R., Sarunic, M.V.: Segmentation of intra-retinal layers from optical coherence tomography images using an active contour approach. IEEE TMI 30(2), 484\u2013496 (2011)","journal-title":"IEEE TMI"},{"issue":"11","key":"1_CR15","first-page":"1260","volume":"11","author":"Y Yu","year":"2002","unstructured":"Yu, Y., Acton, S.T.: Speckle reducing anisotropic diffusion. IEEE TIP 11(11), 1260\u20131270 (2002)","journal-title":"IEEE TIP"}],"container-title":["Communications in Computer and Information Science","Medical Image Understanding and Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60964-5_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T23:43:10Z","timestamp":1558395790000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-60964-5_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319609638","9783319609645"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60964-5_1","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"22 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MIUA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Annual Conference on Medical Image Understanding and Analysis","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Edinburgh","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 July 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 July 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miua2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/miua2017.wordpress.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}