{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T10:20:22Z","timestamp":1773138022592,"version":"3.50.1"},"reference-count":80,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"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":"crossref","award":["82372097"],"award-info":[{"award-number":["82372097"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["62501340"],"award-info":[{"award-number":["62501340"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Taishan Scholars Program","award":["TSQN202408245"],"award-info":[{"award-number":["TSQN202408245"]}]},{"name":"Shangdong Provincial Natural Science Foundation","award":["ZR2024QF110"],"award-info":[{"award-number":["ZR2024QF110"]}]},{"DOI":"10.13039\/501100001809","name":"Linyi People\u2019s Hospital Horizontal Project","doi-asserted-by":"publisher","award":["2024LYKC002"],"award-info":[{"award-number":["2024LYKC002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Video Technol."],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.1109\/tcsvt.2025.3614828","type":"journal-article","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T17:38:48Z","timestamp":1758908328000},"page":"3290-3305","source":"Crossref","is-referenced-by-count":0,"title":["DH-Mamba: Exploring Dual-Domain Hierarchical State Space Models for MRI Reconstruction"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5761-6138","authenticated-orcid":false,"given":"Yucong","family":"Meng","sequence":"first","affiliation":[{"name":"Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1910-7815","authenticated-orcid":false,"given":"Zhiwei","family":"Yang","sequence":"additional","affiliation":[{"name":"Academy of Engineering and Technology, Fudan University, Shanghai, China"}]},{"given":"Kexue","family":"Fu","sequence":"additional","affiliation":[{"name":"Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9873-216X","authenticated-orcid":false,"given":"Zhijian","family":"Song","sequence":"additional","affiliation":[{"name":"Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2268-2087","authenticated-orcid":false,"given":"Yonghong","family":"Shi","sequence":"additional","affiliation":[{"name":"Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai, China"}]}],"member":"263","reference":[{"issue":"6","key":"ref1","first-page":"782","article-title":"Basic principles of magnetic resonance imaging\u2014An update","volume":"143","author":"Scherzinger","year":"1985","journal-title":"Western J. Med."},{"issue":"1","key":"ref2","first-page":"65","article-title":"Magnetic resonance imaging (MRI)\u2014A review","volume":"3","author":"Katti","year":"2011","journal-title":"Int. J. Dental Clinics"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2785879"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2936964"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s42490-019-0006-z"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493320"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1186\/s12880-021-00727-9"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3516758"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref10","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref11","first-page":"774","article-title":"Vision transformers enable fast and robust accelerated MRI","volume-title":"Proc. Int. Conf. Med. Imag. Deep Learn.","author":"Lin"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3413083"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i6.32656"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2023.3314747"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3432751"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3070489"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3147426"},{"key":"ref18","article-title":"Knowledge extraction and distillation from large-scale image-text colonoscopy records leveraging large language and vision models","author":"Wang","year":"2023","journal-title":"arXiv:2310.11173"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/s23052385"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00346"},{"key":"ref21","article-title":"How do vision transformers work?","author":"Park","year":"2022","journal-title":"arXiv:2202.06709"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01883"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3392941"},{"key":"ref24","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2023","journal-title":"arXiv:2312.00752"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2025.3535939"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3508058"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3515652"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72649-1_13"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/tcsvt.2025.3530090"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.1296"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.findings-emnlp.361"},{"key":"ref32","article-title":"Efficient high-resolution visual representation learning with state space model for human pose estimation","author":"Zhang","year":"2024","journal-title":"arXiv:2410.03174"},{"key":"ref33","article-title":"An empirical study of Mamba-based language models","author":"Waleffe","year":"2024","journal-title":"arXiv:2406.07887"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00702"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.pnmrs.2017.04.002"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2760978"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00433"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105010"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16084"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09825-6"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-020-00540-3"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6202-0_32"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10595-0"},{"key":"ref44","article-title":"Continuous k-space recovery network with image guidance for fast MRI reconstruction","author":"Meng","year":"2024","journal-title":"arXiv:2411.11282"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i9.33018"},{"key":"ref46","article-title":"Tackling ambiguity from perspective of uncertainty inference and affinity diversification for weakly supervised semantic segmentation","author":"Yang","year":"2024","journal-title":"arXiv:2404.08195"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.04.051"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3311189"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02374"},{"key":"ref50","article-title":"Denoising diffusion probabilistic models","author":"Ho","year":"2020","journal-title":"arXiv:2006.11239"},{"key":"ref51","article-title":"Diffusion models for future networks and communications: A comprehensive survey","author":"Cong Luong","year":"2025","journal-title":"arXiv:2508.01586"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16446-0_59"},{"key":"ref53","doi-asserted-by":"crossref","DOI":"10.1016\/j.media.2023.102872","article-title":"Adaptive diffusion priors for accelerated MRI reconstruction","volume":"88","author":"G\u00fcng\u00f6r","year":"2023","journal-title":"Med. Image Anal."},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43999-5_1"},{"key":"ref55","article-title":"HiPPO: Recurrent memory with optimal polynomial projections","author":"Gu","year":"2020","journal-title":"arXiv:2008.07669"},{"key":"ref56","article-title":"MedMamba: Vision mamba for medical image classification","author":"Yue","year":"2024","journal-title":"arXiv:2403.03849"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72111-3_34"},{"key":"ref58","article-title":"Hungry hungry hippos: Towards language modeling with state space models","author":"Fu","year":"2022","journal-title":"arXiv:2212.14052"},{"key":"ref59","article-title":"Simplified state space layers for sequence modeling","author":"Smith","year":"2022","journal-title":"arXiv:2208.04933"},{"key":"ref60","article-title":"Visual Mamba: A survey and new outlooks","author":"Xu","year":"2024","journal-title":"arXiv:2404.18861"},{"key":"ref61","article-title":"Mamba in vision: A comprehensive survey of techniques and applications","author":"Rahman","year":"2024","journal-title":"arXiv:2410.03105"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72114-4_59"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2025.3610435"},{"key":"ref64","article-title":"A survey on mamba architecture for vision applications","author":"Ibrahim","year":"2025","journal-title":"arXiv:2502.07161"},{"key":"ref65","article-title":"VL-Mamba: Exploring state space models for multimodal learning","author":"Qiao","year":"2024","journal-title":"arXiv:2403.13600"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI60581.2025.10980694"},{"key":"ref67","article-title":"VMamba: Visual state space model","author":"Liu","year":"2024","journal-title":"arXiv:2401.10166"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-91979-4_2"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02619"},{"key":"ref70","article-title":"FreqMamba: Viewing mamba from a frequency perspective for image deraining","author":"Zhen","year":"2024","journal-title":"arXiv:2404.09476"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2025.3539791"},{"key":"ref72","article-title":"MambaMIR: An arbitrary-masked mamba for joint medical image reconstruction and uncertainty estimation","author":"Huang","year":"2024","journal-title":"arXiv:2402.18451"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2025.103549"},{"key":"ref74","first-page":"8","article-title":"Generalized magnetic resonance image reconstruction using the Berkeley advanced reconstruction toolbox","volume-title":"Proc. ISMRM Workshop Data Sampling Image Reconstruction","volume":"7","author":"Tamir"},{"key":"ref75","article-title":"FastMRI: An open dataset and benchmarks for accelerated MRI","author":"Zbontar","year":"2018","journal-title":"arXiv:1811.08839"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.27201"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2004.828354"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.58530\/2022\/0048"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106513"},{"key":"ref80","article-title":"MambaCSR: Dual-interleaved scanning for compressed image super-resolution with SSMs","author":"Ren","year":"2024","journal-title":"arXiv:2408.11758"}],"container-title":["IEEE Transactions on Circuits and Systems for Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/76\/11424237\/11181166.pdf?arnumber=11181166","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T20:01:32Z","timestamp":1773086492000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11181166\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":80,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcsvt.2025.3614828","relation":{},"ISSN":["1051-8215","1558-2205"],"issn-type":[{"value":"1051-8215","type":"print"},{"value":"1558-2205","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3]]}}}