{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T15:36:50Z","timestamp":1778600210566,"version":"3.51.4"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2020YFA0712200"],"award-info":[{"award-number":["2020YFA0712200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62322119"],"award-info":[{"award-number":["62322119"]}],"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":["12226008"],"award-info":[{"award-number":["12226008"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Science and Technology Program","award":["RCYX20210609104444089"],"award-info":[{"award-number":["RCYX20210609104444089"]}]},{"name":"Shenzhen Science and Technology Program","award":["JCYJ20220818101205012"],"award-info":[{"award-number":["JCYJ20220818101205012"]}]},{"name":"Key Program for Clinical Research at Peking University Shenzhen Hospital","award":["LCYJZD2021004"],"award-info":[{"award-number":["LCYJZD2021004"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1109\/jbhi.2024.3373018","type":"journal-article","created":{"date-parts":[[2024,3,8]],"date-time":"2024-03-08T18:52:18Z","timestamp":1709923938000},"page":"3534-3544","source":"Crossref","is-referenced-by-count":22,"title":["A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5927-7456","authenticated-orcid":false,"given":"Wenxin","family":"Wang","sequence":"first","affiliation":[{"name":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9283-881X","authenticated-orcid":false,"given":"Zhuo-Xu","family":"Cui","sequence":"additional","affiliation":[{"name":"Research Center for Medical AI, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9168-1670","authenticated-orcid":false,"given":"Guanxun","family":"Cheng","sequence":"additional","affiliation":[{"name":"Shenzhen Hospital, Peking University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3974-3413","authenticated-orcid":false,"given":"Chentao","family":"Cao","sequence":"additional","affiliation":[{"name":"Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8726-5834","authenticated-orcid":false,"given":"Xi","family":"Xu","sequence":"additional","affiliation":[{"name":"Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1785-2966","authenticated-orcid":false,"given":"Ziwei","family":"Liu","sequence":"additional","affiliation":[{"name":"Shenzhen Hospital, Peking University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4229-3668","authenticated-orcid":false,"given":"Haifeng","family":"Wang","sequence":"additional","affiliation":[{"name":"Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3311-4568","authenticated-orcid":false,"given":"Yulong","family":"Qi","sequence":"additional","affiliation":[{"name":"Shenzhen Hospital, Peking University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6257-0875","authenticated-orcid":false,"given":"Dong","family":"Liang","sequence":"additional","affiliation":[{"name":"Research Center for Medical AI, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9131-689X","authenticated-orcid":false,"given":"Yanjie","family":"Zhu","sequence":"additional","affiliation":[{"name":"Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"1","key":"ref1","article-title":"Glioblastoma multiforme: A review of its epidemiology and pathogenesis through clinical presentation and treatment","volume":"18","author":"Hanif","year":"2017","journal-title":"Asian Pacific J. Cancer Prevention"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-36295-9_5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32251-9_27"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2020190217"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.05.004"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.116459"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-021-02327-y"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11726-9_17"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06134-z"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-020-03936-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00179"},{"key":"ref13","article-title":"Auto-encoding variational bayes","volume-title":"Proc. 2nd Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-018-1898-0"},{"issue":"115","key":"ref15","article-title":"Unsupervised detection of lesions in brain MRI using constrained adversarial auto-encoders","author":"Chen","year":"2018","journal-title":"Med. Imag. Deep Learn."},{"key":"ref16","first-page":"2672","article-title":"Generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Goodfellow","year":"2014"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.01.010"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI48211.2021.9433894"},{"key":"ref19","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ho","year":"2020"},{"key":"ref20","first-page":"11918","article-title":"Generative modeling by estimating gradients of the data distribution","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Song","year":"2019"},{"key":"ref21","article-title":"Score-based generative modeling through stochastic differential equations","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Song","year":"2021"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16452-1_4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16452-1_67"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-18576-2_4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00080"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975673.71"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref28","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Dhariwal","year":"2021"},{"issue":"3439","key":"ref29","article-title":"Brain pet synthesis from MRI using joint probability distribution of diffusion model at ultrahigh fields","volume-title":"Proc. ISMRM Annu. Meeting","author":"Taofeng","year":"2023"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2377694"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2017.117"},{"key":"ref32","article-title":"Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the brats challenge","author":"Bakas","year":"2018"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2021.118585"},{"issue":"119","key":"ref34","article-title":"Three-dimensional medical image synthesis with denoising diffusion probabilistic models","volume-title":"Med. Imag. Deep Learn.","author":"Dorjsembe","year":"2022"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59050-9_12"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref37","first-page":"12438","article-title":"Improved techniques for training score-based generative models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Song","year":"2020"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101952"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10550931\/10460109.pdf?arnumber=10460109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T01:54:44Z","timestamp":1733882084000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10460109\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":38,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3373018","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}