{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T09:33:00Z","timestamp":1744191180137,"version":"3.28.0"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1109\/ismict.2019.8743979","type":"proceedings-article","created":{"date-parts":[[2019,6,25]],"date-time":"2019-06-25T18:57:48Z","timestamp":1561489068000},"page":"1-6","source":"Crossref","is-referenced-by-count":5,"title":["Unsupervised preprocessing to improve generalisation for medical image classification"],"prefix":"10.1109","author":[{"given":"Mathias","family":"Kirkerod","sequence":"first","affiliation":[]},{"given":"Rune Johan","family":"Borgli","sequence":"additional","affiliation":[]},{"given":"Vajira","family":"Thambawita","sequence":"additional","affiliation":[]},{"given":"Steven","family":"Hicks","sequence":"additional","affiliation":[]},{"given":"Michael Alexander","family":"Riegler","sequence":"additional","affiliation":[]},{"given":"Pal","family":"Halvorsen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Automatic hyperparameter optimization in keras for the mediaeval 2018 medico multimedia task","author":"borgli","year":"2018","journal-title":"CEUR Workshop Proceedings (CEUR-WS org)"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1007\/BF00332918"},{"key":"ref12","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref13","article-title":"Deep learning based disease detection using domain specific transfer learning","author":"hicks","year":"2018","journal-title":"CEUR Workshop Proceedings (CEUR-WS org)"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1109\/CVPR.2017.243"},{"year":"2016","author":"szegedy","article-title":"Inception-v4, inception-resnet and the impact of residual connections on learning","key":"ref15"},{"year":"2019","author":"chollet","article-title":"Applications - keras documentation. [online]","key":"ref16"},{"year":"2017","author":"bernal","article-title":"Miccai endoscopic vision challenge polyp detection and segmentation","key":"ref17"},{"key":"ref18","article-title":"Semi-supervised learning with context-conditional generative adversarial networks","volume":"abs 1611 6430","author":"denton","year":"2016","journal-title":"CoRR"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1016\/0005-2795(75)90109-9"},{"key":"ref4","article-title":"Using preprocessing as a tool in medical image detection","author":"kirker\u00f8d","year":"2018","journal-title":"CEUR Workshop Proceedings (CEUR-WS org)"},{"key":"ref3","article-title":"Medico multimedia task at mediaeval 2018","author":"pogorelov","year":"2018","journal-title":"CEUR Workshop Proceedings (CEUR-WS org)"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1080\/01431160600746456"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1109\/CBMS.2018.00070"},{"year":"2016","author":"denton","article-title":"Semi-supervised learning with context-conditional generative adversarial networks","key":"ref8"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/CVPR.2016.278"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1145\/3083187.3083212"},{"year":"2014","author":"stewart","journal-title":"International Agency for Research on Cancer World Cancer Report 2014 (International Agency for Research on Cancer)","key":"ref1"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1111\/j.2517-6161.1974.tb00994.x","article-title":"Cross-validatory choice and assessment of statistical predictions","volume":"36","year":"1974","journal-title":"Journal of the Royal Statistical Society"}],"event":{"name":"2019 13th International Symposium on Medical Information and Communication Technology (ISMICT)","start":{"date-parts":[[2019,5,8]]},"location":"Oslo, Norway","end":{"date-parts":[[2019,5,10]]}},"container-title":["2019 13th International Symposium on Medical Information and Communication Technology (ISMICT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8741513\/8743656\/08743979.pdf?arnumber=8743979","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,20]],"date-time":"2024-07-20T06:29:26Z","timestamp":1721456966000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8743979\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/ismict.2019.8743979","relation":{},"subject":[],"published":{"date-parts":[[2019,5]]}}}