{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T17:09:28Z","timestamp":1730308168081,"version":"3.28.0"},"reference-count":29,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,3,24]]},"DOI":"10.1117\/12.2216409","type":"proceedings-article","created":{"date-parts":[[2016,3,24]],"date-time":"2016-03-24T15:33:08Z","timestamp":1458833588000},"page":"97851C","source":"Crossref","is-referenced-by-count":1,"title":["A single-layer network unsupervised feature learning method for white matter hyperintensity segmentation"],"prefix":"10.1117","volume":"9785","author":[{"given":"Koen","family":"Vijverberg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohsen","family":"Ghafoorian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Inge W. M.","family":"van Uden","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Frank-Erik","family":"de Leeuw","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bram","family":"Platel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom","family":"Heskes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"189","reference":[{"key":"c1","doi-asserted-by":"publisher","DOI":"10.1161\/STROKEAHA.111.629634"},{"key":"c2","doi-asserted-by":"publisher","DOI":"10.1038\/nrneurol.2015.10"},{"key":"c3","first-page":"awq343","article-title":"Loss of white matter integrity is associated with gait disorders in cerebral small vessel disease","author":"de Laat","year":"2010"},{"key":"c4","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(13)70124-8"},{"key":"c5","first-page":"1","article-title":"Automatic Detection of White Matter Hyperintensities in Healthy Aging and Pathology Using Magnetic Resonance Imaging: A Review","author":"Caligiuri","year":"2015"},{"key":"c6","doi-asserted-by":"publisher","DOI":"10.1016\/S1361-8415(01)00036-6"},{"key":"c7","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2002.1132"},{"key":"c8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.231"},{"key":"c9","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","author":"Coates","year":"2011"},{"key":"c10","doi-asserted-by":"publisher","DOI":"10.1002\/(ISSN)1097-0193"},{"key":"c11","doi-asserted-by":"publisher","DOI":"10.1109\/42.906424"},{"issue":"1-22","key":"c12","first-page":"1","article-title":"Visual categorization with bags of keypoints","volume":"1","author":"Csurka","year":"2004"},{"key":"c13","first-page":"921","article-title":"The importance of encoding versus training with sparse coding and vector quantization","author":"Coates","year":"2011"},{"issue":"1","key":"c14","first-page":"926","article-title":"A practical guide to training restricted Boltzmann machines","volume":"9","author":"Hinton","year":"2010"},{"key":"c15","first-page":"577","article-title":"Constrained k-means clustering with background knowledge","volume":"1","author":"Wagstaff","year":"2001"},{"key":"c16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.102"},{"key":"c17","first-page":"941411","article-title":"Small white matter lesion detection in cerebral small vessel disease","author":"Ghafoorian","year":"2015"},{"key":"c18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"c19","doi-asserted-by":"publisher","DOI":"10.1136\/jamia.2001.0080401"},{"key":"c20","unstructured":"Duda, R. O., Hart, P. E., & Stork, D. G. (2012). Pattern classification. John Wiley & Sons."},{"issue":"3","key":"c21","first-page":"300","article-title":"Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine. Academic Radiology","volume":"15","author":"Lao","year":"2008"},{"key":"c22","doi-asserted-by":"publisher","DOI":"10.2478\/v10039-008-0039-3"},{"issue":"1","key":"c23","first-page":"31","article-title":"An automated procedure for the assessment of white matter hyperintensities by multispectral (T1, T2, PD) MRI and an evaluation of its between-centre reproducibility based on two large community databases. Neuroradiology","volume":"50","author":"Maillard","year":"2008"},{"key":"c24","doi-asserted-by":"publisher","DOI":"10.1002\/(ISSN)1522-2586"},{"key":"c25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.06.061"},{"key":"c26","first-page":"2224","article-title":"WML detection of brain images using fuzzy and possibilistic approach in feature space, WSEAS TRANSACTIONS on COMPUTERS, E-ISSN","author":"Anitha","year":"2012"},{"issue":"1","key":"c27","first-page":"138","article-title":"Automated quantification of white matter lesion in magnetic resonance imaging of patients with acute infarction. Journal of Neuroscience Methods","volume":"213","author":"Shi","year":"2013"},{"key":"c28","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.70.1.9"},{"key":"c29","doi-asserted-by":"crossref","DOI":"10.1109\/ISBI.2016.7493532","article-title":"\u201cNon-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation\u201d","author":"Ghafoorian","year":"2016"}],"event":{"name":"SPIE Medical Imaging","location":"San Diego, California, United States"},"container-title":["SPIE Proceedings","Medical Imaging 2016: Computer-Aided Diagnosis"],"original-title":[],"deposited":{"date-parts":[[2018,9,27]],"date-time":"2018-09-27T20:11:55Z","timestamp":1538079115000},"score":1,"resource":{"primary":{"URL":"http:\/\/proceedings.spiedigitallibrary.org\/proceeding.aspx?doi=10.1117\/12.2216409"}},"subtitle":[],"editor":[{"given":"Georgia D.","family":"Tourassi","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Samuel G.","family":"Armato","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2016,3,24]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1117\/12.2216409","relation":{},"ISSN":["0277-786X"],"issn-type":[{"type":"print","value":"0277-786X"}],"subject":[],"published":{"date-parts":[[2016,3,24]]}}}