Share:
Share this content in WeChat
X
Review
Advances of intracranial high-resolution magnetic resonance-vessel wall imaging for precise assessment and prognostic prediction in cerebrovascular disease endovascular interventions
FU Xiaoju  ZENG Li  WANG Yuting 

Cite this article as FU X J, ZENG L, WANG Y T. Advances of intracranial high-resolution magnetic resonance-vessel wall imaging for precise assessment and prognostic prediction in cerebrovascular disease endovascular interventions[J]. Chin J Magn Reson Imaging, 2026, 17(6): 180-187. DOI:10.12015/issn.1674-8034.2026.06.023.


[Abstract] Most cerebrovascular diseases originate from vascular wall pathology. Conventional angiography and vascular imaging techniques, while widely used, exhibit significant limitations in visualizing the microstructural aspects of vascular wall lesions, as their imaging resolution falls short of meeting the demands for precise assessment of pathological features. In contrast, intracranial high-resolution magnetic resonance-vessel wall imaging (MR-VWI), as an advanced imaging technology, enables selective and clear visualization of plaque characteristics in intracranial arterial walls, vascular remodeling patterns, and features of aneurysm walls. Initially, this technique was primarily employed for the detection and differential diagnosis of lesions during the initial evaluation of cerebrovascular diseases. With its expanding clinical applications, MR-VWI has demonstrated significant application value in precise assessment and long-term follow-up in interventional treatments related to cerebrovascular diseases. However, current studies are mostly limited to small-sample, retrospective studies, and the application value of MR-VWI in various stages of endovascular interventions lacks systematic integration, while the clinical application indication is not yet clear. Therefore, focusing on cerebrovascular diseases such as symptomatic intracranial atherosclerotic stenosis (sICAS) and intracranial aneurysm (IA), this article reviews the advances of MR-VWI in preoperative assessment, postoperative monitoring, and long-term follow-up, analyzes the limitations of current studies, and proposes future research directions, in order to provide a reference for the clinical use of MR-VWI in formulating precise interventional treatment strategies and monitoring patient prognosis.
[Keywords] high-resolution vessel wall imaging;magnetic resonance imaging;atherosclerosis;intracranial aneurysm;endovascular procedures;prognosis prediction;preoperative assessment;postoperative follow-up

FU Xiaoju1, 2   ZENG Li1, 2   WANG Yuting1, 2*  

1 Department of Radiology, Affiliated Hospital of Southwest Medical University, Luzhou 646000, China

2 Department of Radiology, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu 610072, China

Corresponding author: WANG Y T, E-mail: wangyuting_330@163.com

Conflicts of interest   None.

Received  2026-02-04
Accepted  2026-05-13
DOI: 10.12015/issn.1674-8034.2026.06.023
Cite this article as FU X J, ZENG L, WANG Y T. Advances of intracranial high-resolution magnetic resonance-vessel wall imaging for precise assessment and prognostic prediction in cerebrovascular disease endovascular interventions[J]. Chin J Magn Reson Imaging, 2026, 17(6): 180-187. DOI:10.12015/issn.1674-8034.2026.06.023.

[1]
TIAN B, ZHU C C, TIAN X, et al. Baseline vessel wall magnetic resonance imaging characteristics associated with in-stent restenosis for intracranial atherosclerotic stenosis[J]. J Neurointerv Surg, 2023, 15(3): 288-291. DOI: 10.1136/neurintsurg-2021-018473.
[2]
GUTIERREZ J, TURAN T N, HOH B L, et al. Intracranial atherosclerotic stenosis: risk factors, diagnosis, and treatment[J]. Lancet Neurol, 2022, 21(4): 355-368. DOI: 10.1016/S1474-4422(21)00376-8.
[3]
FUJIMURA S, YANAGISAWA T, KUDO G, et al. Development and validation of a prediction model for intracranial aneurysm rupture risk[J/OL]. JAMA Netw Open, 2025, 8(12): e2550772 [2026-02-04]. https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2843142. DOI: 10.1001/jamanetworkopen.2025.50772.
[4]
TAWK R G, HASAN T F, D'SOUZA C E, et al. Diagnosis and treatment of unruptured intracranial aneurysms and aneurysmal subarachnoid hemorrhage[J]. Mayo Clin Proc, 2021, 96(7): 1970-2000. DOI: 10.1016/j.mayocp.2021.01.005.
[5]
PELZ D M, LOWNIE S P, MAYICH M S, et al. Interventional neuroradiology: a review[J]. Can J Neurol Sci, 2021, 48(2): 172-188. DOI: 10.1017/cjn.2020.153.
[6]
WU C H, CHUNG C P, CHEN T Y, et al. Influence of angioplasty and stenting on intracranial artery stenosis: preliminary results of high-resolution vessel wall imaging evaluation[J]. Eur Radiol, 2022, 32(10): 6788-6799. DOI: 10.1007/s00330-022-09010-z.
[7]
HANEL R A, KALLMES D F, LOPES D K, et al. Prospective study on embolization of intracranial aneurysms with the pipeline device: the PREMIER study 1 year results[J]. J NeuroIntervent Surg, 2020, 12(1): 62-66. DOI: 10.1136/neurintsurg-2019-015091.
[8]
SACKS D, BAXTER B, CAMPBELL B C V, et al. Multisociety consensus quality improvement revised consensus statement for endovascular therapy of acute ischemic stroke[J]. Int J Stroke, 2018, 13(6): 612-632. DOI: 10.1177/1747493018778713.
[9]
SHABAN S, HUASEN B, HARIDAS A, et al. Digital subtraction angiography in cerebrovascular disease: current practice and perspectives on diagnosis, acute treatment and prognosis [J]. Acta Neurol Belg, 2022, 122(3): 763-80. DOI: 10.1007/s13760-021-01805-z.
[10]
GONG Y, CAO C, GUO Y, et al. Quantification of intracranial arterial stenotic degree evaluated by high-resolution vessel wall imaging and time-of-flight MR angiography: reproducibility, and diagnostic agreement with DSA[J/OL]. Eur Radiol, 2021, 31(8): 5479-5489 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/33585995/. DOI: 10.1007/s00330-021-07719-x.
[11]
QU H Y, GAO Y A, LI M L, et al. Dual energy computed tomography of internal carotid artery: a modified dual-energy algorithm for calcified plaque removal, compared with digital subtraction angiography[J/OL]. Front Neurol, 2021, 11: 621202 [2026-02-04]. https://www.frontiersin.org/journals/neurology/articles/10.3389/fneur.2020.621202/full. DOI: 10.3389/fneur.2020.621202.
[12]
DE BEUKELAER F, HALAL M EL, DE BEUKELAER S, et al. Photon-counting CT-angiography to assess intracranial stents and flow diverters in comparison to digital subtraction angiography[J]. Clin Neuroradiol, 2025, 35(4): 669-677. DOI: 10.1007/s00062-025-01519-2.
[13]
SHI Z, ZHAO M, LI J, et al. Association of hypertension with both occurrence and outcome of symptomatic patients with mild intracranial atherosclerotic stenosis: a prospective higher resolution magnetic resonance imaging study[J]. J Magn Reson Imaging, 2021, 54(1): 76-88. DOI: 10.1002/jmri.27516.
[14]
CHO H J, KIM K H, KIM E J, et al. Clinical implications of basilar artery plaques in the pontine infarction with normal basilar angiogram: a high-resolution magnetic resonance imaging study[J]. J Stroke Cerebrovasc Dis, 2018, 27(12): 3591-3598. DOI: 10.1016/j.jstrokecerebrovasdis.2018.08.032.
[15]
QIAO Y, STEINMAN D A, QIN Q, et al. Intracranial arterial wall imaging using three-dimensional high isotropic resolution black blood MRI at 3.0 Tesla[J]. J Magn Reson Imaging, 2011, 34(1): 22-30. DOI: 10.1002/jmri.22592.
[16]
CIRILLO L, RUSTICI A, TONI F, et al. Vessel Wall MRI: clinical implementation in cerebrovascular disorders: technical aspects[J]. La Radiol Med, 2022, 127(6): 645-651. DOI: 10.1007/s11547-022-01484-7.
[17]
EDJLALI M, QIAO Y, BOULOUIS G, et al. Vessel wall MR imaging for the detection of intracranial inflammatory vasculopathies[J]. Cardiovasc Diagn Ther, 2020, 10(4): 1108-1119. DOI: 10.21037/cdt-20-324.
[18]
ZHU C, TIAN X, DEGNAN A J, et al. Clinical significance of intraplaque hemorrhage in low- and high-grade basilar artery stenosis on high-resolution MRI[J]. AJNR Am JNeuroradiol, 2018, 39(7): 1286-1292. DOI: 10.3174/ajnr.a5676.
[19]
EDJLALI M, GUÉDON A, HASSEN W BEN, et al. Circumferential thick enhancement at vessel wall MRI has high specificity for intracranial aneurysm instability[J]. Radiology, 2018, 289(1): 181-187. DOI: 10.1148/radiol.2018172879.
[20]
LEE N J, CHUNG M S, JUNG S C, et al. Comparison of high-resolution MR imaging and digital subtraction angiography for the characterization and diagnosis of intracranial artery disease[J]. AJNR Am J Neuroradiol, 2016, 37(12): 2245-2250. DOI: 10.3174/ajnr.a4950.
[21]
MATTAY R R, SAUCEDO J F, LEHMAN V T, et al. Current clinical applications of intracranial vessel wall MR imaging[J]. Semin Ultrasound CT MRI, 2021, 42(5): 463-473. DOI: 10.1053/j.sult.2021.07.004.
[22]
ALBALAWI M F, ALBALAWI A, RABEA E M, et al. Diagnostic performance of vessel wall magnetic resonance imaging (VW-MRI) for intracranial vasculopathies: a systematic review and meta-analysis[J/OL]. Cureus, 2025 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/41426850/. DOI: 10.7759/cureus.97296.
[23]
WANG Y T, FAN Z Y, SONG J W, et al. Expert consensus on intracranial vessel wall MRI in cerebrovascular disease: Society for Magnetic Resonance Angiography recommendations[J/OL]. Eur Radiol, 2026 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/41688630/. DOI: 10.1007/s00330-026-12320-1.
[24]
KURZ F T, LA GRANGE D D, BOTTA D, et al. 7T MRI in the evaluation of ischemic stroke: a systematic review[J]. Front Neurosci, 2025, 19: 1539617. DOI: 10.3389/fnins.2025.1539617.
[25]
HENNINGSSON M, MALIK S, BOTNAR R, et al. Black-blood contrast in cardiovascular MRI[J]. J Magn Reson Imaging, 2022, 55(1): 61-80. DOI: 10.1002/jmri.27399.
[26]
MAZZACANE F, MAZZOLENI V, SCOLA E, et al. Vessel wall magnetic resonance imaging in cerebrovascular diseases[J/OL]. Diagnostics, 2022, 12(2): 258 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/35204348/. DOI: 10.3390/diagnostics12020258.
[27]
LI L Q, CHAI J T, BIASIOLLI L, et al. Black-blood multicontrast imaging of carotid arteries with DANTE-prepared 2D and 3D MR imaging[J]. Radiology, 2014, 273(2): 560-569. DOI: 10.1148/radiol.14131717.
[28]
SU S, REN Y N, SHI C Y, et al. Black-blood T2* mapping with delay alternating with nutation for tailored excitation[J/OL]. Magn Reson Imaging, 2017, 40: 91-97 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/28454765/. DOI: 10.1016/j.mri.2017.04.009.
[29]
JIA Y X, LIU X M, ZHANG L, et al. Integrated head and neck imaging of symptomatic patients with stroke using simultaneous non-contrast cardiovascular magnetic resonance angiography and intraplaque hemorrhage imaging as compared with digital subtraction angiography[J/OL]. J Cardiovasc Magn Reson, 2022, 24(1): 19 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/35307027/. DOI: 10.1186/s12968-022-00849-1.
[30]
DIELEMAN N, VAN DER KOLK A G, ZWANENBURG J J, et al. Imaging intracranial vessel wall pathology with magnetic resonance imaging: current prospects and future directions[J]. Circulation, 2014, 130(2): 192-201. DOI: 10.1161/CIRCULATIONAHA.113.006919.
[31]
PAKIZER D, KOZEL J, ELMERS J, et al. Diagnostics accuracy of magnetic resonance imaging in detection of atherosclerotic plaque characteristics in carotid arteries compared to histology: a systematic review[J]. J Magn Reson Imaging, 2025, 61(3): 1067-1093. DOI: 10.1002/jmri.29522.
[32]
SUN B B, WANG L L, LI X, et al. Delayed enhancement of intracranial atherosclerotic plaque can better differentiate culprit lesions: a multiphase contrast-enhanced vessel wall MRI study[J]. AJNR Am J Neuroradiol, 2024, 45(3): 262-270. DOI: 10.3174/ajnr.A8132.
[33]
MOSSA-BASHA M, HWANG W D, DE HAVENON A, et al. Multicontrast high-resolution vessel wall magnetic resonance imaging and its value in differentiating intracranial vasculopathic processes[J]. Stroke, 2015, 46(6): 1567-1573. DOI: 10.1161/STROKEAHA.115.009037.
[34]
MILLON A, BOUSSEL L, BREVET M, et al. Clinical and histological significance of gadolinium enhancement in carotid atherosclerotic plaque[J]. Stroke, 2012, 43(11): 3023-3028. DOI: 10.1161/STROKEAHA.112.662692.
[35]
ZHANG J H, SUN B B, WANG H Y, et al. Intracranial atherosclerotic plaque features on vessel wall imaging predict first ever and recurrence of stroke: a meta-analysis[J]. Eur Radiol, 2025, 35(8): 5017-5026. DOI: 10.1007/s00330-025-11451-1.
[36]
LI D Y, QIAO H Y, HAN Y J, et al. Histological validation of simultaneous non-contrast angiography and intraplaque hemorrhage imaging (SNAP) for characterizing carotid intraplaque hemorrhage[J]. Eur Radiol, 2021, 31(5): 3106-3115. DOI: 10.1007/s00330-020-07352-0.
[37]
XU Z Q, LI M Y, HOU Z K, et al. Association between basilar artery configuration and Vessel Wall features: a prospective high-resolution magnetic resonance imaging study[J/OL]. BMC Med Imaging, 2019, 19(1): 99 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/31878890/. DOI: 10.1186/s12880-019-0388-3.
[38]
LI F Y, MCDERMOTT M M, LI D B, et al. The association of lesion eccentricity with plaque morphology and components in the superficial femoral artery: a high-spatial-resolution, multi-contrast weighted CMR study[J/OL]. J Cardiovasc Magn Reson, 2010, 12(1): 37 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/20591197/. DOI: 10.1186/1532-429X-12-37.
[39]
LIN G H, SONG J X, FU N X, et al. Quantitative and qualitative analysis of atherosclerotic stenosis in the middle cerebral artery using high-resolution magnetic resonance imaging[J]. Can Assoc Radiol J, 2021, 72(4): 783-788. DOI: 10.1177/0846537120961312.
[40]
TOTOŃ-ŻURAŃSKA J, MIKOLAJCZYK T P, SAJU B, et al. Vascular remodelling in cardiovascular diseases: hypertension, oxidation, and inflammation[J]. Clin Sci, 2024, 138(13): 817-850. DOI: 10.1042/cs20220797.
[41]
QIAO Y, ANWAR Z, INTRAPIROMKUL J, et al. Patterns and implications of intracranial arterial remodeling in stroke patients[J]. Stroke, 2016, 47(2): 434-440. DOI: 10.1161/strokeaha.115.009955.
[42]
VERGOUWEN M D I, BACKES D, VAN DER SCHAAF I C, et al. Gadolinium enhancement of the aneurysm wall in unruptured intracranial aneurysms is associated with an increased risk of aneurysm instability: a follow-up study[J]. AJNR Am JNeuroradiol, 2019, 40(7): 1112-1116. DOI: 10.3174/ajnr.a6105.
[43]
MA X T, YAN P, JU J C, et al. Vessel wall MRI characteristics associated with intraprocedural stent thrombosis during angioplasty for intracranial atherosclerotic stenosis[J]. J Neurointerv Surg, 2024, 16(12): 1348-1352. DOI: 10.1136/jnis-2023-020941.
[44]
WANG Z Y, GONG W T, LIU C, et al. Association between perforator stroke after middle cerebral artery elective stenting and arterial remodeling patterns: a high-resolution MRI-based retrospective cohort study[J]. Quant Imaging Med Surg, 2024, 14(12): 8852-8863. DOI: 10.21037/qims-24-143.
[45]
MEI Y X, YU S, LI Z H, et al. Plaque characteristics associated with failure of primary balloon angioplasty for intracranial atherosclerotic stenosis: a retrospective study[J/OL]. J Neurointerv Surg, 2024: jnis-2023-021295 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/38296609/. DOI: 10.1136/jnis-2023-021295.
[46]
XIAO J Y, SONG S S, SCHLICK K H, et al. Disparate trends of atherosclerotic plaque evolution in stroke patients under 18-month follow-up: a 3D whole-brain magnetic resonance vessel wall imaging study[J]. Neuroradiol J, 2022, 35(1): 42-52. DOI: 10.1177/19714009211026920.
[47]
WANG J J, ZHANG S, LU J, et al. High-resolution MR for follow-up of intracranial Steno-occlusive disease treated by endovascular treatment[J/OL]. Front Neurol, 2021, 12: 706645 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/35002907/. DOI: 10.3389/fneur.2021.706645.
[48]
MENG Y, ZHANG Y Y, CHU X, et al. Plaque modification and stabilization after drug-coated balloon angioplasty for intracranial atherosclerotic lesions[J]. Eur Radiol, 2023, 33(2): 1112-1120. DOI: 10.1007/s00330-022-09129-z.
[49]
JADHAV A P, DESAI S M, JOVIN T G. Indications for mechanical thrombectomy for acute ischemic stroke: current guidelines and beyond[J/OL]. Neurology, 2021, 97(20_Supplement_2) [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/34785611/. DOI: 10.1212/wnl.0000000000012801.
[50]
GORY B, BRESSON D, KESSLER I, et al. Histopathologic evaluation of arterial wall response to 5 neurovascular mechanical thrombectomy devices in a swine model[J]. AJNR Am J Neuroradiol, 2013, 34(11): 2192-2198. DOI: 10.3174/ajnr.A3531.
[51]
ABRAHAM P, SCOTT PANNELL J, SANTIAGO-DIEPPA D R, et al. Vessel wall signal enhancement on 3-T MRI in acute stroke patients after stent retriever thrombectomy[J/OL]. Neurosurg Focus, 2017, 42(4): E20 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/28366071/. DOI: 10.3171/2017.1.FOCUS16492.
[52]
POWER S, MATOUK C, CASAUBON L K, et al. Vessel wall magnetic resonance imaging in acute ischemic stroke: effects of embolism and mechanical thrombectomy on the arterial wall[J]. Stroke, 2014, 45(8): 2330-2334. DOI: 10.1161/STROKEAHA.114.005618.
[53]
SEO W K, OH K, SUH S I, et al. Clinical significance of wall changes after recanalization therapy in acute stroke: high-resolution vessel wall imaging[J]. Stroke, 2017, 48(4): 1077-1080. DOI: 10.1161/STROKEAHA.116.015429.
[54]
WU X B, HUANG L X, HUANG Z R, et al. The lymphocyte-to-monocyte ratio predicts intracranial atherosclerotic stenosis plaque instability[J/OL]. Front Immunol, 2022, 13: 915126 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/35935982/. DOI: 10.3389/fimmu.2022.915126.
[55]
GUGGENBERGER K V, TORRE G D, LUDWIG U, et al. Vasa vasorum of proximal cerebral arteries after dural crossing - potential imaging confounder in diagnosing intracranial vasculitis in elderly subjects on black-blood MRI[J]. Eur Radiol, 2022, 32(2): 1276-1284. DOI: 10.1007/s00330-021-08181-5.
[56]
HSIEH K, VERMA R K, SCHROTH G, et al. Multimodal 3 Tesla MRI confirms intact arterial wall in acute stroke patients after stent-retriever thrombectomy[J]. Stroke, 2014, 45(11): 3430-3432. DOI: 10.1161/STROKEAHA.114.006665.
[57]
LARSEN N, VON DER BRELIE C, TRICK D, et al. Vessel wall enhancement in unruptured intracranial aneurysms: an indicator for higher risk of rupture high-resolution MR imaging and correlated histologic findings[J]. AJNR Am J Neuroradiol, 2018, 39(9): 1617-1621. DOI: 10.3174/ajnr.A5731.
[58]
LIU Q Y, NIE X, VERGOUWEN M D I, et al. Gadolinium-enhanced aneurysm wall imaging and risk of intracranial aneurysm growth or rupture[J/OL]. JAMA Neurol, 2025, 82(11): 1135 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/40920406/. DOI: 10.1001/jamaneurol.2025.3209.
[59]
KIM N H, CHUNG G H, KWAK H S, et al. The role of vessel wall imaging in determining the best treatment approach for coexisting aneurysms and subarachnoid hemorrhage[J]. Acta Neurol Belg, 2023, 123(3): 933-938. DOI: 10.1007/s13760-022-02096-8.
[60]
YOON W, KIM J H, ROH H, et al. Arterial wall imaging in angiographically occult spontaneous subarachnoid hemorrhage: new insight into the usual suspect[J]. J Korean Neurosurg Soc, 2022, 65(2): 245-254. DOI: 10.3340/jkns.2021.0120.
[61]
JIANG Q M, JING J, HAO Z, et al. Pathway plaques and diffusion-weighted lesion analysis after endovascular treatment of unruptured intracranial aneurysms: a prospective study[J]. Eur Radiol, 2025, 35(7): 4141-4151. DOI: 10.1007/s00330-024-11310-5.
[62]
HU L X, QUAN K, SHI Y, et al. Association of preoperative vascular wall imaging patterns and surgical outcomes in patients with unruptured intracranial saccular aneurysms[J]. Neurosurgery, 2023, 92(2): 421-430. DOI: 10.1227/neu.0000000000002219.
[63]
MOSSA-BASHA M, HUYNH T J, HIPPE D S, et al. Vessel wall MRI characteristics of endovascularly treated aneurysms: association with angiographic vasospasm[J]. J Neurosurg, 2019, 131(3): 859-867. DOI: 10.3171/2018.4.JNS172829.
[64]
RAZ E, GOLDMAN-YASSEN A, DERMAN A, et al. Vessel wall imaging with advanced flow suppression in the characterization of intracranial aneurysms following flow diversion with Pipeline embolization device[J]. J Neurointerv Surg, 2022, 14(12): 1264-1269. DOI: 10.1136/neurintsurg-2021-018086.
[65]
QUAN T, REN Y N, LI J Y, et al. Enhanced vessel wall magnetic resonance imaging in the follow-up of intracranial aneurysms treated with flow diversion[J]. Eur Radiol, 2024, 34(2): 833-841. DOI: 10.1007/s00330-023-10094-4.
[66]
MANDELL D M, MOSSA-BASHA M, QIAO Y, et al. Intracranial vessel wall MRI: principles and expert consensus recommendations of the American society of neuroradiology[J]. AJNR Am J Neuroradiol, 2017, 38(2): 218-229. DOI: 10.3174/ajnr.A4893.
[67]
ZHANG J, WANG W, DONG J H, et al. Rapid vessel segmentation and reconstruction of head and neck angiograms from MR vessel wall images[J/OL]. NPJ Digit Med, 2025, 8(1): 483 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/40721485/. DOI: 10.1038/s41746-025-01866-x.
[68]
LI Q, FU F, CHEN J, et al. Integration of conventional and radiomic features from fluorine-18 fluorodeoxyglucose positron emission tomography/magnetic resonance imaging for multimodal prediction of symptomatic carotid atherosclerotic plaques[J/OL]. J Am Heart Assoc, 2026, 15(6): e046081 [2026-02-04]. https://pubmed.ncbi.nlm.nih.gov/41804904/. DOI: 10.1161/JAHA.125.046081.

PREV Advances in the application of four-dimensional flow magnetic resonance imaging combined with computational fluid dynamics in vascular diseases
NEXT Advances in radiomics and deep learning for precision management of intracranial benign lesions treated with gamma knife radiosurgery
  



Tel & Fax: +8610-67113815    E-mail: editor@cjmri.cn