{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T04:00:49Z","timestamp":1784174449761,"version":"3.55.0"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2016,5,1]],"date-time":"2016-05-01T00:00:00Z","timestamp":1462060800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/USG.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2016,5]]},"DOI":"10.1109\/tmi.2015.2482920","type":"journal-article","created":{"date-parts":[[2015,9,28]],"date-time":"2015-09-28T18:37:52Z","timestamp":1443465472000},"page":"1170-1181","source":"Crossref","is-referenced-by-count":503,"title":["Improving Computer-Aided Detection UsingConvolutional Neural Networks and Random View Aggregation"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3662-8743","authenticated-orcid":false,"given":"Holger R.","family":"Roth","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Le","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiamin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianhua","family":"Yao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ari","family":"Seff","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Cherry","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lauren","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ronald M.","family":"Summers","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.09.034"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/a3010021"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2011.5872376"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/42.974920"},{"key":"ref31","article-title":"One weird trick for parallelizing convolutional neural networks","author":"krizhevsky","year":"2014","journal-title":"arXiv preprint arXiv 1404 5997"},{"key":"ref30","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995359"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1117\/12.594547"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1117\/12.652288"},{"key":"ref34","first-page":"390","article-title":"Automated spinal column extraction and partitioning","author":"yao","year":"2006","journal-title":"Proc IEEE Int Symp IEEE Biomed Imag Nano to Macro"},{"key":"ref60","article-title":"Going deeper with convolutions","author":"szegedy","year":"2014","journal-title":"CoRR abs\/1409 4842"},{"key":"ref28","article-title":"Regularization of neural networks using DropConnect","author":"wan","year":"2013","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1053\/j.gastro.2005.08.054"},{"key":"ref29","article-title":"Improving neural networks by preventing co-adaptation of feature detectors","author":"hinton","year":"2012","journal-title":"arXiv preprint arXiv 1207 0580"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.beem.2008.01.011"},{"key":"ref1","author":"organization","year":"2014","journal-title":"Cancer Fact Sheet"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10404-1_65"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICARCV.2014.7064414"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-14148-0_1"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2063576.2064004"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2009.10-08-881"},{"key":"ref26","article-title":"Mediastinal lymph node detection on thoracic CT scans using spatial prior from multi-atlas label fusion","author":"liu","year":"2014","journal-title":"SPIE Med Imag"},{"key":"ref25","article-title":"Abdominal lymphadenopathy detection using random forest","author":"cherry","year":"2014","journal-title":"SPIE Med Imag"},{"key":"ref50","first-page":"568","article-title":"Two-stream convolutional networks for action recognition in videos","author":"simonyan","year":"2014","journal-title":"Adv Neural Inform Process Syst"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"},{"key":"ref59","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv preprint arXiv 1409 1556"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref57","first-page":"3320","article-title":"How transferable are features in deep neural networks?","author":"yosinski","year":"2014","journal-title":"Adv Neural Inform Process Syst"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa0800996"},{"key":"ref55","article-title":"A comprehensive computer-aided polyp detection system for colonoscopy videos","author":"tajbakhsh","year":"2015","journal-title":"Inf Process Med Imag"},{"key":"ref54","article-title":"Polyp detection in colonoscopy videos using deeply-learned hierarchical features","author":"park","year":"2015","journal-title":"Seoul nat'l univ"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19992-4_46"},{"key":"ref52","article-title":"Computer-aided pulmonary embolism detection using a novel vessel-aligned multi-planar image representation and convolutional neural networks","author":"tajbakhsh","year":"2015","journal-title":"Proc MICCAI"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2028576"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2015.7163869"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-14104-6_16"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-13-41"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(03)00192-4"},{"key":"ref14","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"NIPS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/505146a"},{"key":"ref17","article-title":"Mitosis detection in breast cancer histology images with deep neural networks","author":"ciresan","year":"2013","journal-title":"MICCAI"},{"key":"ref18","first-page":"2843","article-title":"Deep neural networks segment neuronal membranes in electron microscopy images","author":"ciresan","year":"2012","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref19","article-title":"Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network","author":"prasoon","year":"2013","journal-title":"MICCAI"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.13121351"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1117\/12.911700"},{"key":"ref6","first-page":"544","author":"seff","year":"2014","journal-title":"MICCAI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-013-2774-5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2007.892510"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1117\/12.811101"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2252011619"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1117\/12.2008282"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.11.001"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390258"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88693-8_34"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/11866763_57"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2011.2168234"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04271-3_122"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/7463083\/07279156.pdf?arnumber=7279156","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T02:36:04Z","timestamp":1633919764000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7279156\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,5]]},"references-count":60,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2015.2482920","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,5]]}}}