{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T17:04:35Z","timestamp":1782925475207,"version":"3.54.5"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2018,7,1]],"date-time":"2018-07-01T00:00:00Z","timestamp":1530403200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"name":"Spanish Ministry of Economy and Competitiveness under Project SMARTER","award":["(DPI2015-68442-R)"],"award-info":[{"award-number":["(DPI2015-68442-R)"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/jbhi.2017.2731873","type":"journal-article","created":{"date-parts":[[2017,8,7]],"date-time":"2017-08-07T18:09:03Z","timestamp":1502129343000},"page":"1218-1226","source":"Crossref","is-referenced-by-count":915,"title":["Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7681-4287","authenticated-orcid":false,"given":"Moi Hoon","family":"Yap","sequence":"first","affiliation":[{"name":"School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gerard","family":"Pons","sequence":"additional","affiliation":[{"name":"Universitat Oberta de Catalunya, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8080-2710","authenticated-orcid":false,"given":"Joan","family":"Mart\u00ed","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Girona, Girona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sergi","family":"Ganau","sequence":"additional","affiliation":[{"name":"Radiology Department, UDIAT-Centre Diagn\u00f2stic, Corporaci\u00f3 Parc Taul\u00ed, Sabadell, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Melcior","family":"Sent\u00eds","sequence":"additional","affiliation":[{"name":"Radiology Department, UDIAT-Centre Diagn\u00f2stic, Corporaci\u00f3 Parc Taul\u00ed, Sabadell, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Reyer","family":"Zwiggelaar","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Aberystwyth University, Aberystwyth, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adrian K.","family":"Davison","sequence":"additional","affiliation":[{"name":"Centre for Imaging Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Mart\u00ed","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Girona, Girona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.05.012"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21156"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1148\/radiology.196.1.7784555"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2482071778"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2008.11.007"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1118\/1.1485995"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1120\/jacmp.v9i4.2741"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2011.10.022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38628-2_32"},{"key":"ref10","first-page":"229","article-title":"Computerized\n      detection of mass lesions in digital mammography using radial gradient index\n      filtering","volume":"213","author":"Kupinski","year":"1999","journal-title":"Radiology"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CRV.2006.51"},{"key":"ref12","first-page":"423","article-title":"Nonlinear diffusion\n      filtering,","volume-title":"Handbook on Computer Vision and\n      Applications","volume":"2","author":"Weickert","year":"1999"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0301-5629(03)00059-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2001.977982"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1979.4310076"},{"key":"ref16","author":"Prapavesis","year":"2003","journal-title":"Breast Ultrasound and US-Guided Interventional\n      Techniques: A Multimedia Teaching File"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2002.804276"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref20","first-page":"2843","article-title":"Deep\n      neural networks segment neuronal membranes in electron microscopy\n     images","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ciresan","year":"2012"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.07.007"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1118\/1.4957255"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46976-8_20"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24553-9_74"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-41546-8_5"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1117\/12.2254264"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"issue":"10","key":"ref32","first-page":"1995","article-title":"Convolutional networks for images, speech, and time\n      series,","volume-title":"The Handbook of Brain Theory and Neural\n      Networks","volume":"3361","author":"LeCun","year":"1995"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.220"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.465"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.852470"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.5591\/978-1-57735-516-8\/IJCAI11-210"},{"key":"ref37","first-page":"1097","article-title":"Imagenet\n      classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inform. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref39","first-page":"37","article-title":"Evaluation: from precision, recall and\n      F-measure to ROC, informedness, markedness and correlation","volume":"2","author":"Powers","year":"2011","journal-title":"J.\n      Mach. Learning Technol."},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2014.03.005"},{"key":"ref41","article-title":"Adam: A method for\n      stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv: 1412.6980"},{"key":"ref42","first-page":"2121","article-title":"Adaptive\n      subgradient methods for online learning and stochastic optimization","volume":"12","author":"Duchi","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1561\/2000000039"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/8401715\/08003418.pdf?arnumber=8003418","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T19:00:01Z","timestamp":1750100401000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8003418\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":43,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2017.2731873","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,7]]}}}