{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T10:51:57Z","timestamp":1768819917318,"version":"3.49.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","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\/IEEE.html"},{"start":{"date-parts":[[2018,7,1]],"date-time":"2018-07-01T00:00:00Z","timestamp":1530403200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,7,1]],"date-time":"2018-07-01T00:00:00Z","timestamp":1530403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,7,1]],"date-time":"2018-07-01T00:00:00Z","timestamp":1530403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01 DA-033393"],"award-info":[{"award-number":["R01 DA-033393"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1149260"],"award-info":[{"award-number":["IIS-1149260"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01 AG-042599"],"award-info":[{"award-number":["R01 AG-042599"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["BME-1302089"],"award-info":[{"award-number":["BME-1302089"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["BCS-1439051"],"award-info":[{"award-number":["BCS-1439051"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DBI-1564736"],"award-info":[{"award-number":["DBI-1564736"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/tmi.2017.2715285","type":"journal-article","created":{"date-parts":[[2017,6,15]],"date-time":"2017-06-15T21:29:44Z","timestamp":1497562184000},"page":"1551-1561","source":"Crossref","is-referenced-by-count":155,"title":["Modeling Task fMRI Data Via Deep Convolutional Autoencoder"],"prefix":"10.1109","volume":"37","author":[{"given":"Heng","family":"Huang","sequence":"first","affiliation":[]},{"given":"Xintao","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Yu","family":"Zhao","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4783-9124","authenticated-orcid":false,"given":"Milad","family":"Makkie","sequence":"additional","affiliation":[]},{"given":"Qinglin","family":"Dong","sequence":"additional","affiliation":[]},{"given":"Shijie","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Lei","family":"Guo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8132-9048","authenticated-orcid":false,"given":"Tianming","family":"Liu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-27929-9_3"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23344-4_16"},{"key":"ref33","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/72.554195"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21735-7_7"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2017.7950736"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.079"},{"key":"ref34","first-page":"362","article-title":"Predicting eye fixations using convolutional neural networks","author":"liu","year":"2015","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493348"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2000.0568"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0042-6989(82)90112-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.033"},{"key":"ref13","first-page":"807","article-title":"Rectified linear units improve restricted boltzmann machines","author":"nair","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref14","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15825-4_10"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/S1053-8119(03)00202-7"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.1998.0369"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.10.065"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s12038-007-0012-5"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0905267106"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.20663"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e3181cb3e25"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2014.2369495"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2011.06.007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3389\/neuro.11.037.2009"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2014.00229"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-0193(1998)6:5\/6<368::AID-HBM7>3.0.CO;2-E"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.01.005"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.460020402"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"ref22","author":"zhao","year":"2015","journal-title":"Stacked What-Where Auto-encoders"},{"key":"ref21","article-title":"Learning image decompositions with hierarchical sparse coding","author":"zeiler","year":"2010"},{"key":"ref42","first-page":"1","article-title":"Theano: A CPU and GPU math compiler in Python","author":"bergstra","year":"2010","journal-title":"Proc 9th Python in Science Conf"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23013"},{"key":"ref41","author":"zeiler","year":"2012","journal-title":"ADADELTA An Adaptive Learning Rate Method"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553463"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.21049"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2013.05.1769"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/42\/8400497\/7949140-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/8400497\/07949140.pdf?arnumber=7949140","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:47:29Z","timestamp":1649443649000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7949140\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":42,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2017.2715285","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,7]]}}}