{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T11:24:22Z","timestamp":1763810662025},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,11,1]]},"DOI":"10.1109\/embc46164.2021.9630146","type":"proceedings-article","created":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T21:24:16Z","timestamp":1639085056000},"page":"2891-2895","source":"Crossref","is-referenced-by-count":8,"title":["High-Resolution Magnetic Resonance Spectroscopic Imaging using a Multi-Encoder Attention U-Net with Structural and Adversarial Loss"],"prefix":"10.1109","author":[{"given":"Siyuan","family":"Dong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gilbert","family":"Hangel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wolfgang","family":"Bogner","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siegfried","family":"Trattnig","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karl","family":"Rossler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georg","family":"Widhalm","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henk M.","family":"De Feyter","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robin A.","family":"De Graaf","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James S.","family":"Duncan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.1910390110"},{"article-title":"Improved Training of Wasserstein GANs","year":"2017","author":"gulrajani","key":"ref31"},{"article-title":"Wasserstein GAN","year":"2017","author":"arjovsky","key":"ref30"},{"key":"ref10","first-page":"1","article-title":"Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models","author":"lam","year":"2019","journal-title":"IEEE Trans Med Imaging"},{"key":"ref11","article-title":"A Deep Learning Method for Sensitivity Enhancement in Deuterium Metabolic Imaging (DMI)","author":"dong","year":"2020","journal-title":"Proceedings of the 28th Annual Meeting of ISMRM"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2019.01010"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.21536"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2020.102433"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1097\/RLI.0000000000000626"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-24574-4_28","article-title":"U-Net: Convolutional Networks for Biomedical Image Segmentation","author":"ronneberger","year":"2015"},{"article-title":"Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities","year":"2018","author":"dolz","key":"ref17"},{"article-title":"Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift","year":"2015","author":"ioffe","key":"ref18"},{"article-title":"Attention U-Net: Learning Where to Look for the Pancreas","year":"2018","author":"oktay","key":"ref19"},{"article-title":"Deep Learning for Image Super-resolution: A Survey","year":"2020","author":"wang","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2017.00013"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2827462"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.25168"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmr.2015.11.003"},{"article-title":"Generative Adversarial Networks","year":"2014","author":"goodfellow","key":"ref29"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2007.898583"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.27641"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-bioeng-071516-044442"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/9781119382461"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00928-1_53"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2008.07.002"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3389\/fbioe.2020.00670"},{"article-title":"Loss Functions for Neural Networks for Image Processing","year":"2018","author":"zhao","key":"ref22"},{"article-title":"Instance Normalization: The Missing Ingredient for Fast Stylization","year":"2017","author":"ulyanov","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2003.1292216"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.05.001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2858196"}],"event":{"name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","start":{"date-parts":[[2021,11,1]]},"location":"Mexico","end":{"date-parts":[[2021,11,5]]}},"container-title":["2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9629355\/9629471\/09630146.pdf?arnumber=9630146","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:54:13Z","timestamp":1652201653000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9630146\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,1]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/embc46164.2021.9630146","relation":{},"subject":[],"published":{"date-parts":[[2021,11,1]]}}}