Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
370-02-017 ISMRM Abstract

Deep Learning-Accelerated High-Resolution Vessel Wall MRI for Cerebrovascular Disease: A Prospective Study

Accepted
Junfeng Gao 1, Chaofeng Wang, MENGZHU WANG2,3,4,5,6,7, Li Kaixin3,4,5,8,9, Yanfeng Meng10
1Taiyuan Central Hospital of Shanxi Medical Ujiversity, China
2MR Research Collaboration Team, Siemens Healthineers Ltd., Beijing, China
3MR Research Collaboration, Siemens Healthineers Ltd., Beijing, China
4MR Research Collaboration, Siemens Healthineers, Beijing China, China
5MR Collaborations, Siemens Healthineers Ltd., Beijing, China
6MR Research Collaboration Team, Siemens Healthineers Ltd, Shanghai, China
7MR Research Collaboration Team, Shanghai, China
8MR Collaborations, Beijing, China
9MR Research Collaboration, Siemens Healthineers Ltd., Beijing, China
10Taiyuan Central Hospital of Shanxi Medical University, Taiyuan, China
Presenting Author: Junfeng Gao

Synopsis

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References

1. Callen A, Narvid J, Chen X, Gregath T, Meisel K. Neurovascular disease, diagnosis, and therapy: Cervical and intracranial atherosclerosis, vasculitis, and vasculopathy. Handb Clin Neurol. 2021;176:249-266. doi: 10.1016/B978-0-444-64034-5.00023-7. PMID: 33272399. [doi] [pmid]
2. Edjlali M, Qiao Y, Boulouis G, Menjot N, Saba L, Wasserman BA, Romero JM. Vessel wall MR imaging for the detection of intracranial inflammatory vasculopathies. Cardiovasc Diagn Ther. 2020 Aug;10(4):1108-1119. doi: 10.21037/cdt-20-324. PMID: 32968663; PMCID: PMC7487407. [doi] [pmid]
3. Sakai Y, Lehman VT, Eisenmenger LB, Obusez EC, Kharal GA, Xiao J, Wang GJ, Fan Z, Cucchiara BL, Song JW. Vessel wall MR imaging of aortic arch, cervical carotid and intracranial arteries in patients with embolic stroke of undetermined source: A narrative review. Front Neurol. 2022 Jul 28;13:968390. doi: 10.3389/fneur.2022.968390. PMID: 35968273; PMCID: PMC9366886. [doi] [pmid]
4. Mattay RR, Saucedo JF, Lehman VT, Xiao J, Obusez EC, Raymond SB, Fan Z, Song JW. Current Clinical Applications of Intracranial Vessel Wall MR Imaging. Semin Ultrasound CT MR. 2021 Oct;42(5):463-473. doi: 10.1053/j.sult.2021.07.004. Epub 2021 Aug 1. PMID: 34537115; PMCID: PMC8453001. [doi] [pmid]
5. Song JW, Wasserman BA. Vessel wall MR imaging of intracranial atherosclerosis. Cardiovasc Diagn Ther. 2020 Aug;10(4):982-993. doi: 10.21037/cdt-20-470. PMID: 32968655; PMCID: PMC7487368. [doi] [pmid]
6. Rudie JD, Gleason T, Barkovich MJ, Wilson DM, Shankaranarayanan A, Zhang T, Wang L, Gong E, Zaharchuk G, Villanueva-Meyer JE. Clinical Assessment of Deep Learning-based Super-Resolution for 3D Volumetric Brain MRI. Radiol Artif Intell. 2022 Jan 12;4(2):e210059. doi: 10.1148/ryai.210059. PMID: 35391765; PMCID: PMC8980882. [doi] [pmid]
7. Bash S, Wang L, Airriess C, Zaharchuk G, Gong E, Shankaranarayanan A, Tanenbaum LN. Deep Learning Enables 60% Accelerated Volumetric Brain MRI While Preserving Quantitative Performance: A Prospective, Multicenter, Multireader Trial. AJNR Am J Neuroradiol. 2021 Dec;42(12):2130-2137. doi: 10.3174/ajnr.A7358. Epub 2021 Nov 25. PMID: 34824098; PMCID: PMC8805755. [doi] [pmid]

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