{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T04:26:26Z","timestamp":1768019186759,"version":"3.49.0"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"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":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1109\/jbhi.2017.2787487","type":"journal-article","created":{"date-parts":[[2017,12,25]],"date-time":"2017-12-25T19:08:43Z","timestamp":1514228923000},"page":"519-526","source":"Crossref","is-referenced-by-count":181,"title":["Improving Dermoscopic Image Segmentation With Enhanced Convolutional-Deconvolutional Networks"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4483-6702","authenticated-orcid":false,"given":"Yading","family":"Yuan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8192-4595","authenticated-orcid":false,"given":"Yeh-Chi","family":"Lo","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.179"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref31","article-title":"RECOD Titans at ISIC challenge 2017","author":"menegola","year":"0"},{"key":"ref30","article-title":"Automatic skin lesion analysis using large-scale dermoscopy images and deep residual networks","author":"bi","year":"0"},{"key":"ref10","first-page":"411","article-title":"Mitosis detection in breast cancer histology images with deep neural networks","author":"cire?an","year":"2013","journal-title":"Proc Med Image Comput Comput -Assisted Intervention"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2521800"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1118\/1.4944498"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1038\/nature21056","article-title":"Dermatologist-level classification of skin cancer with deep neural networks","volume":"542","author":"esteva","year":"2017","journal-title":"Nature"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2642839"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2017.2712771"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2695227"},{"key":"ref18","article-title":"Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)","author":"gutman","year":"2016"},{"key":"ref19","first-page":"5437","article-title":"PH 2-A dermoscopic image database for research and benchmarking","author":"mendon\u00e7a","year":"0","journal-title":"Proc Annu Int Conf IEEE Eng Med Biol Soc"},{"key":"ref28","first-page":"234","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"0","journal-title":"Proc Med Image Comput Comput -Assisted Intervention 2015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/42.918473"},{"key":"ref27","article-title":"ISIC 2017 - Skin lesion analysis towards melanoma detection","author":"berseth","year":"0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2012.08.002"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2008.2011119"},{"key":"ref29","article-title":"Semantic image segmentation with deep convolutional nets and fully connected CRFs","author":"chen","year":"0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2007.01.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2008.11.002"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2133.2008.08713.x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2524985"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21332"},{"key":"ref20","author":"plataniotis","year":"2013","journal-title":"Color Image Processing and Applications"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363547"},{"key":"ref24","article-title":"Theano: A python framework for fast computation of mathematical expressions","author":"team","year":"0"},{"key":"ref23","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"0"},{"key":"ref26","article-title":"Segmentation of lesions in dermoscopy images using saliency map and contour propagation","author":"jahanifar","year":"0"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/8660593\/08239798.pdf?arnumber=8239798","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:08:47Z","timestamp":1657746527000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8239798\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3]]},"references-count":33,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2017.2787487","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3]]}}}