{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T06:06:11Z","timestamp":1774332371667,"version":"3.50.1"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"publisher","award":["EP\/P012361\/1"],"award-info":[{"award-number":["EP\/P012361\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"publisher","award":["EP\/P012361\/2"],"award-info":[{"award-number":["EP\/P012361\/2"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100016580","name":"Kennedy Trust Prize Studentships","doi-asserted-by":"publisher","award":["AZT00050-AZ04"],"award-info":[{"award-number":["AZT00050-AZ04"]}],"id":[{"id":"10.13039\/100016580","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tsp.2024.3374115","type":"journal-article","created":{"date-parts":[[2024,3,6]],"date-time":"2024-03-06T19:05:09Z","timestamp":1709751909000},"page":"1400-1411","source":"Crossref","is-referenced-by-count":3,"title":["Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-1708-6798","authenticated-orcid":false,"given":"Yechuan","family":"Zhang","sequence":"first","affiliation":[{"name":"Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1823-1419","authenticated-orcid":false,"given":"Jian-Qing","family":"Zheng","sequence":"additional","affiliation":[{"name":"Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1802-4214","authenticated-orcid":false,"given":"Michael","family":"Chappell","sequence":"additional","affiliation":[{"name":"Sir Peter Mansfield Imaging Centre and Mental Health & Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, U.K."}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2307\/1248574"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0222898"},{"key":"ref3","article-title":"Bayesian statistical models of shape and appearance for subcortical brain segmentation,","author":"Patenaude","year":"2007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2003.12.024"},{"issue":"1","key":"ref5","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1002\/wics.1339","article-title":"Bayesian models for fMRI data analysis","volume":"7","author":"Zhang","year":"2015","journal-title":"Wiley Interdiscip. Rev."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.2005752"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tsp.2008.2005752"},{"key":"ref8","first-page":"716","article-title":"A variational Bayesian framework for graphical models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Attias","year":"2000"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tsp.2008.2005752"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1986.10478240"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1989.10478871"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1201\/9780429258480"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1201\/b14835"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176996454"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.28051"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/nature11971"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.29193"},{"key":"ref18","article-title":"An introduction to convolutional neural networks,\u201d","author":"O\u2019Shea","year":"2015"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref20","article-title":"Auto-encoding variational Bayes,\u201d","author":"Kingma","year":"2013"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10777"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2953901"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.1910300314"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.1910230106"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00234-015-1571-z"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.1910400308"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.90"},{"key":"ref28","volume-title":"Oxford Neuroimaging Primers","author":"Jenkinson"},{"key":"ref29","article-title":"M. Craig. BASIL documentation","author":"Chappel"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.12.027"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.117246"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.24260"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/10347386\/10461560.pdf?arnumber=10461560","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T19:52:27Z","timestamp":1711482747000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10461560\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/tsp.2024.3374115","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}