{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:45:38Z","timestamp":1777531538539,"version":"3.51.4"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030009274","type":"print"},{"value":"9783030009281","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00928-1_37","type":"book-chapter","created":{"date-parts":[[2018,9,13]],"date-time":"2018-09-13T03:00:42Z","timestamp":1536807642000},"page":"321-328","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction"],"prefix":"10.1007","author":[{"given":"\u00c1lvaro S.","family":"Hervella","sequence":"first","affiliation":[]},{"given":"Jos\u00e9","family":"Rouco","sequence":"additional","affiliation":[]},{"given":"Jorge","family":"Novo","sequence":"additional","affiliation":[]},{"given":"Marcos","family":"Ortega","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,9,26]]},"reference":[{"key":"37_CR1","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1146\/annurev-bioeng-071516-044442","volume":"19","author":"D Shen","year":"2017","unstructured":"Shen, D., Wu, G., Suk, H.I.: Deep learning in medical image analysis. Annu. Rev. Biomed. Eng. 19, 221\u2013248 (2017)","journal-title":"Annu. Rev. Biomed. Eng."},{"issue":"2","key":"37_CR2","doi-asserted-by":"publisher","first-page":"579","DOI":"10.1364\/BOE.8.000579","volume":"8","author":"SPK Karri","year":"2017","unstructured":"Karri, S.P.K., Chakraborty, D., Chatterjee, J.: Transfer learning based classification of optical coherence tomography images with diabetic macular edema and dry age-related macular degeneration. Biomed. Opt. Express 8(2), 579\u2013592 (2017)","journal-title":"Biomed. Opt. Express"},{"issue":"8","key":"37_CR3","doi-asserted-by":"publisher","first-page":"1930","DOI":"10.1109\/TPAMI.2012.277","volume":"35","author":"H Shin","year":"2013","unstructured":"Shin, H., Orton, M.R., Collins, D.J., Doran, S.J., Leach, M.O.: Stacked autoencoders for unsupervised feature learning and multiple organ detection in a pilot study using 4D patient data. IEEE Trans. PAMI 35(8), 1930\u20131943 (2013)","journal-title":"IEEE Trans. PAMI"},{"key":"37_CR4","first-page":"3546","volume":"28","author":"A Rasmus","year":"2015","unstructured":"Rasmus, A., Berglund, M., Honkala, M., Valpola, H., Raiko, T.: Semi-supervised learning with ladder networks. Adv. Neural Inf. Process. Syst. 28, 3546\u20133554 (2015)","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"37_CR5","unstructured":"Ruder, S.: An overview of multi-task learning in deep neural networks. CoRR abs\/1706.05098 (2017)"},{"key":"37_CR6","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.jocs.2017.02.006","volume":"20","author":"JH Tan","year":"2017","unstructured":"Tan, J.H., Acharya, U.R., Bhandary, S.V., Chua, K.C., Sivaprasad, S.: Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network. J. Comput. Sci. 20, 70\u201379 (2017)","journal-title":"J. Comput. Sci."},{"issue":"3","key":"37_CR7","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1109\/TMI.2017.2759102","volume":"37","author":"P Costa","year":"2018","unstructured":"Costa, P., Galdran, A., Meyer, M.I., Niemeijer, M., Abr\u00e0moff, M., Mendon\u00e7a, A.M., Campilho, A.: End-to-end adversarial retinal image synthesis. IEEE Trans. Med. Imaging 37(3), 781\u2013791 (2018)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"37_CR8","doi-asserted-by":"crossref","unstructured":"Alipour, S.H.M., Rabbani, H., Akhlaghi, M.R.: Diabetic retinopathy grading by digital curvelet transform. Comput. Math. Methods Med. (2012)","DOI":"10.1155\/2012\/761901"},{"key":"37_CR9","doi-asserted-by":"crossref","unstructured":"Hervella, A.S., Rouco, J., Novo, J., Ortega, M.: Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. In: International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES) (2018)","DOI":"10.1016\/j.procs.2018.07.213"},{"key":"37_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1007\/978-3-319-24574-4_28","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"O Ronneberger","year":"2015","unstructured":"Ronneberger, O., Fischer, P., Brox, T.: U-Net: convolutional networks for biomedical image segmentation. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9351, pp. 234\u2013241. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24574-4_28"},{"issue":"4","key":"37_CR11","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Proc. 13(4), 600\u2013612 (2004)","journal-title":"IEEE Trans. Image Proc."},{"key":"37_CR12","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Delving deep into rectifiers: Surpassing human-level performance on imagenet classification. In: IEEE International Conference on Computer Vision (ICCV), pp. 1026\u20131034, December 2015","DOI":"10.1109\/ICCV.2015.123"},{"key":"37_CR13","unstructured":"Kingma, D.P., Ba, J.: Adam: A method for stochastic optimization. In: International Conference on Learning Representations (ICLR), May 2015"},{"issue":"4","key":"37_CR14","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1109\/TMI.2004.825627","volume":"23","author":"J Staal","year":"2004","unstructured":"Staal, J., Abramoff, M., Niemeijer, M., Viergever, M., van Ginneken, B.: Ridge based vessel segmentation in color images of the retina. IEEE Trans. Med. Imaging 23(4), 501\u2013509 (2004)","journal-title":"IEEE Trans. Med. Imaging"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00928-1_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T00:35:39Z","timestamp":1694565339000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-00928-1_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030009274","9783030009281"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00928-1_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"26 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Medical Image Computing and Computer-Assisted Intervention","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Granada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","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":"16 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miccai2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}