{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T16:40:28Z","timestamp":1777653628785,"version":"3.51.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62001293"],"award-info":[{"award-number":["62001293"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["81627901"],"award-info":[{"award-number":["81627901"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004921","name":"Shanghai Pilot Program for Basic Research-Shanghai Jiao Tong University","doi-asserted-by":"publisher","award":["21TQ1400203"],"award-info":[{"award-number":["21TQ1400203"]}],"id":[{"id":"10.13039\/501100004921","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2016YFC0103905"],"award-info":[{"award-number":["2016YFC0103905"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1109\/tmi.2023.3313421","type":"journal-article","created":{"date-parts":[[2023,9,8]],"date-time":"2023-09-08T17:30:28Z","timestamp":1694194228000},"page":"3833-3846","source":"Crossref","is-referenced-by-count":9,"title":["Subspace Model-Assisted Deep Learning for Improved Image Reconstruction"],"prefix":"10.1109","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7773-4588","authenticated-orcid":false,"given":"Yue","family":"Guan","sequence":"first","affiliation":[{"name":"School of Biomedical Engineering, Institute for Medical Imaging Technology, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2061-2306","authenticated-orcid":false,"given":"Yudu","family":"Li","sequence":"additional","affiliation":[{"name":"Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1635-1553","authenticated-orcid":false,"given":"Ruihao","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, Institute for Medical Imaging Technology, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1991-0210","authenticated-orcid":false,"given":"Ziyu","family":"Meng","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, Institute for Medical Imaging Technology, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5009-7443","authenticated-orcid":false,"given":"Yao","family":"Li","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, Institute for Medical Imaging Technology, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9801-1362","authenticated-orcid":false,"given":"Leslie","family":"Ying","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering and the Department of Electrical Engineering, The State University of New York at Buffalo, Buffalo, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8326-7901","authenticated-orcid":false,"given":"Yiping P.","family":"Du","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, Institute for Medical Imaging Technology, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4586-3056","authenticated-orcid":false,"given":"Zhi-Pei","family":"Liang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana&#x2013;Champaign, Urbana, IL, USA"}]}],"member":"263","reference":[{"issue":"2","key":"ref1","first-page":"67","article-title":"Constrained reconstruction methods in MR imaging","volume":"4","author":"Liang","year":"1992","journal-title":"Rev. Magn. Reson. Med."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s42490-019-0006-z"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2936204"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.21391"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/isbi.2007.357020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2550204"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.7.000092"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/42.414614"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCS.1975.1084118"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1098-1098(199622)7:2<136::AID-IMA10>3.0.CO;2-#"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2949570"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.1986.4307762"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/42.79470"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/42.363100"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.1910360127"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2343916"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2723871"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2017.7950458"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2934125"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.21536"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.25161"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2085084"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.23197"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.22463"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2100850"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2012.2203921"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.22052"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.25168"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.28459"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.27980"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2950557"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493320"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.28526"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1907377117"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/nature25988"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2785879"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.26977"},{"key":"ref38","first-page":"10","article-title":"Deep ADMM-Net for compressive sensing MRI","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Yang"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2760978"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2865356"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1561\/9781601984616"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.27921"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101717"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2887072"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.28274"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.28774"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2858752"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.27355"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3148324"},{"key":"ref53","first-page":"7888","article-title":"Improving robustness of deep-learning-based image reconstruction","volume-title":"Proc. 37th Int. Conf. Mach. Learn.","author":"Raj"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59713-9_7"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.437"},{"key":"ref56","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2020190007"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1117\/12.872204"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/1366230.1366276"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1312.6114"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.2964266"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/10336247\/10244070.pdf?arnumber=10244070","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T00:35:08Z","timestamp":1709339708000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10244070\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12]]},"references-count":61,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2023.3313421","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12]]}}}