{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T22:19:37Z","timestamp":1742941177930,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319522760"},{"type":"electronic","value":"9783319522777"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-52277-7_40","type":"book-chapter","created":{"date-parts":[[2017,2,15]],"date-time":"2017-02-15T09:42:27Z","timestamp":1487151747000},"page":"326-333","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Deep Learning Features for Wireless Capsule Endoscopy Analysis"],"prefix":"10.1007","author":[{"given":"Santi","family":"Segu\u00ed","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michal","family":"Drozdzal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guillem","family":"Pascual","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Petia","family":"Radeva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carolina","family":"Malagelada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando","family":"Azpiroz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jordi","family":"Vitri\u00e0","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,2,16]]},"reference":[{"issue":"6785","key":"40_CR1","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1038\/35013140","volume":"405","author":"G Iddan","year":"2000","unstructured":"Iddan, G., Meron, G., Glukhovsky, A., Swain, P.: Wireless capsule endoscopy. Nature 405(6785), 417 (2000)","journal-title":"Nature"},{"key":"40_CR2","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1109\/RBME.2011.2175445","volume":"4","author":"M Liedlgruber","year":"2011","unstructured":"Liedlgruber, M., Uhl, A.: Computer-aided decision support systems for endoscopy in the gastrointestinal tract: a review. IEEE Rev. Biomed. Eng. 4, 73 (2011)","journal-title":"IEEE Rev. Biomed. Eng."},{"key":"40_CR3","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1155\/2013\/769639","volume":"2013","author":"A Belle","year":"2013","unstructured":"Belle, A., Kon, M.A., Najarian, K.: Biomedical informatics for computer-aided decision support systems: a survey. Sci. World J. 2013, 8 (2013)","journal-title":"Sci. World J."},{"issue":"12","key":"40_CR4","doi-asserted-by":"publisher","first-page":"1769","DOI":"10.1109\/TMI.2008.926061","volume":"27","author":"M Mackiewicz","year":"2008","unstructured":"Mackiewicz, M., Berens, J., Fisher, M.: Wireless capsule endoscopy color video segmentation. IEEE Trans. Med. Imaging 27(12), 1769\u20131781 (2008)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"1","key":"40_CR5","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.compmedimag.2012.09.002","volume":"37","author":"M Drozdzal","year":"2013","unstructured":"Drozdzal, M., Segu\u00ed, S., Vitri\u00e0, J., Malagelada, C., Azpiroz, F., Radeva, P.: Adaptable image cuts for motility inspection using WCE. Comput. Med. Imaging Graph. 37(1), 72\u201380 (2013)","journal-title":"Comput. Med. Imaging Graph."},{"issue":"2","key":"40_CR6","doi-asserted-by":"publisher","first-page":"636","DOI":"10.1109\/JBHI.2013.2257819","volume":"18","author":"Y Fu","year":"2014","unstructured":"Fu, Y., Zhang, W., Mandal, M., Meng, M.-H.: Computer-aided bleeding detection in WCE video. IEEE J. Biomed. Health Inf. 18(2), 636\u2013642 (2014)","journal-title":"IEEE J. Biomed. Health Inf."},{"issue":"7","key":"40_CR7","doi-asserted-by":"publisher","first-page":"1488","DOI":"10.1109\/TMI.2014.2314959","volume":"33","author":"AV Mamonov","year":"2014","unstructured":"Mamonov, A.V., Figueiredo, I.N., Figueiredo, P.N., Tsai, Y.H.R.: Automated polyp detection in colon capsule endoscopy. IEEE Trans. Med. Imaging 33(7), 1488\u20131502 (2014)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"1","key":"40_CR8","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1002\/cncr.21975","volume":"107","author":"GM Cobrin","year":"2006","unstructured":"Cobrin, G.M., Pittman, R.H., Lewis, B.S.: Increased diagnostic yield of small bowel tumors with capsule endoscopy. Cancer 107(1), 22\u201327 (2006)","journal-title":"Cancer"},{"issue":"7","key":"40_CR9","doi-asserted-by":"publisher","first-page":"313","DOI":"10.4253\/wjge.v5.i7.313","volume":"5","author":"EJ Ciaccio","year":"2013","unstructured":"Ciaccio, E.J., Tennyson, C.A., Bhagat, G., Lewis, S.K., Green, P.H.: Implementation of a polling protocol for predicting celiac disease in videocapsule analysis. World J. Gastrointest. Endosc. 5(7), 313 (2013)","journal-title":"World J. Gastrointest. Endosc."},{"issue":"6","key":"40_CR10","doi-asserted-by":"publisher","first-page":"1831","DOI":"10.1109\/JBHI.2014.2304179","volume":"18","author":"S Segu\u00ed","year":"2014","unstructured":"Segu\u00ed, S., Drozdzal, M., Zaytseva, E., Malagelada, C., Azpiroz, F., Radeva, P., Vitri\u00e0, J.: Detection of wrinkle frames in endoluminal videos using betweenness centrality measures for images. IEEE J. Biomed. Health Inf. 18(6), 1831\u20131838 (2014)","journal-title":"IEEE J. Biomed. Health Inf."},{"key":"40_CR11","doi-asserted-by":"crossref","unstructured":"Malagelada, C., Segu\u00ed, S., Mendez, S., Drozdzal, M., Vitria, J., Radeva, P., Santos, J., Accarino, A., Malagelada, J., Azpiroz, F., et al.: Functional gut disorders or disordered gut function? Small bowel dysmotility evidenced by an original technique. Neurogastroenterol. Motil. 24(3), 223\u2013e105 (2012)","DOI":"10.1111\/j.1365-2982.2011.01823.x"},{"key":"40_CR12","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems, pp. 1097\u20131105 (2012)"},{"issue":"4","key":"40_CR13","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/BF00344251","volume":"36","author":"K Fukushima","year":"1980","unstructured":"Fukushima, K.: Neocognitron: a self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biol. Cybern. 36(4), 193\u2013202 (1980)","journal-title":"Biol. Cybern."},{"issue":"6","key":"40_CR14","doi-asserted-by":"publisher","first-page":"1341","DOI":"10.1109\/TITB.2012.2221472","volume":"16","author":"S Segu\u00ed","year":"2012","unstructured":"Segu\u00ed, S., Drozdzal, M., Vilarino, F., Malagelada, C., Azpiroz, F., Radeva, P., Vitri\u00e0, J.: Categorization and segmentation of intestinal content frames for wireless capsule endoscopy. IEEE Trans. Inf. Technol. Biomed. 16(6), 1341\u20131352 (2012)","journal-title":"IEEE Trans. Inf. Technol. Biomed."},{"key":"40_CR15","doi-asserted-by":"crossref","unstructured":"Jia, Y.: Caffe: an open source convolutional architecture for fast feature embedding (2013). http:\/\/caffe.berkeleyvision.org\/","DOI":"10.1145\/2647868.2654889"},{"key":"40_CR16","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., Duchesnay, E.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"3","key":"40_CR17","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vis. 42(3), 145\u2013175 (2001)","journal-title":"Int. J. Comput. Vis."},{"key":"40_CR18","doi-asserted-by":"crossref","unstructured":"Lowe, D.: Object recognition from local scale-invariant features. In: 1999 Proceedings of 7th IEEE International Conference on Computer Vision, vol. 2, pp. 1150\u20131157 (1999)","DOI":"10.1109\/ICCV.1999.790410"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-52277-7_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T14:18:54Z","timestamp":1709821134000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-52277-7_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319522760","9783319522777"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-52277-7_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"16 February 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CIARP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Iberoamerican Congress on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lima","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Peru","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 November 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 November 2016","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":"ciarp2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ciarp.org\/xxi","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}