{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T19:00:34Z","timestamp":1770490834814,"version":"3.49.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000054","name":"National Cancer Institute","doi-asserted-by":"publisher","award":["R33CA196458"],"award-info":[{"award-number":["R33CA196458"]}],"id":[{"id":"10.13039\/100000054","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS 14-47879"],"award-info":[{"award-number":["IIS 14-47879"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2020,1]]},"DOI":"10.1109\/msp.2019.2951469","type":"journal-article","created":{"date-parts":[[2020,1,17]],"date-time":"2020-01-17T21:11:32Z","timestamp":1579295492000},"page":"41-53","source":"Crossref","is-referenced-by-count":51,"title":["Transform Learning for Magnetic Resonance Image Reconstruction: From Model-Based Learning to Building Neural Networks"],"prefix":"10.1109","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6874-6453","authenticated-orcid":false,"given":"Bihan","family":"Wen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5792-5827","authenticated-orcid":false,"given":"Saiprasad","family":"Ravishankar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7485-5966","authenticated-orcid":false,"given":"Luke","family":"Pfister","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yoram","family":"Bresler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2934933"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2019.2931092"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IVMSPW.2018.8448694"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2833635"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2821699"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2760978"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2846226"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0761-1"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363788"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2503756"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.26977"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2011.6090639"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2226449"},{"key":"ref12","article-title":"The power of complementary regularizers: Image recovery via transform learning and low-rank modeling","author":"wen","year":"2019"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2865684"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2255133"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1023\/A:1020822324006"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1002\/mrm.22841","article-title":"Low-dimensional-structure self-learning and thresholding: Regularization beyond compressed sensing for MRI reconstruction","volume":"66","author":"ak\u00e7akaya","year":"2011","journal-title":"Magn Reson Med"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0119584"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2550080"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2012.02.019"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2017.2697206"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/aa6c6e"},{"key":"ref3","article-title":"Universal spectrum blind minimum rate sampling and reconstruction of multiband signals","author":"feng","year":"1997"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2090538"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493320"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.21391"},{"key":"ref8","first-page":"10","article-title":"Deep ADMM-Net for compressive sensing MRI","author":"yang","year":"0","journal-title":"Proc Advances in Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2567299"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/nbm.3478"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2017.8335685"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/nbm.1042"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2013.09.007"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2650960"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/NFSI-ICFBI.2007.4387720"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/141002293"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2293974"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2018.8635913"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2883021"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/79\/8962358\/8962391-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/79\/8962358\/08962391.pdf?arnumber=8962391","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T15:35:54Z","timestamp":1651073754000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8962391\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1]]},"references-count":40,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/msp.2019.2951469","relation":{},"ISSN":["1053-5888","1558-0792"],"issn-type":[{"value":"1053-5888","type":"print"},{"value":"1558-0792","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1]]}}}