Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
366-01-012 ISMRM Abstract

Automated versus Radiologist Assessment of cerebral small vessel disease Biomarkers on Deep Learning-Accelerated 3D MRI

Primary: Acquisition & Reconstruction - Image Reconstruction: AI
Secondary: Neuro - Stroke and Cerebrovascular Disorders
366-01-012 · Cerebral Small Vessel Disease: Imaging Biomarkers, Pathophysiology, and Clinical Impact · Monday, 11 May, 8:20 AM–9:15 AM · Digital Posters Row G
Keywords: Cerebral small vessel disease Automated segmentation Accelerated MRI reconstruction Perivascular spaces (PVS) White Matter Hyperintensities Segmentation
Accepted
Weiyin Vivian Liu 1, Meng Zhang2, Xiaokang Wang2, Chuyi Zheng2, Yong Zhu2
1MR Research, GE HealthCare, Beijing, China
2Xiangyang Traditional Chinese Medicine Hospital, Hubei Province, Xiangyang, China
Presenting Author: Weiyin Vivian Liu

Synopsis

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References

1. Mestre H, et al. Perivascular spaces, glymphatic dysfunction, and small vessel disease. Clin Sci. 2017;131(17):2257-2274.
2. Duperron MG, et al. Burden of dilated perivascular spaces, an emerging marker of cerebral small vessel disease, is highly heritable. Stroke. 2018;49(2):282-287.
3. Wardlaw JM, et al. Lacunar stroke is associated with diffuse blood-brain barrier dysfunction. Ann Neurol. 2009;65(2):194-202.
4. Wardlaw JM, et al. Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol. 2013;12(8):822-838.
5. Potter GM, et al. Enlarged perivascular spaces and cerebral small vessel disease. Int J Stroke. 2015;10(3):376-381.
6. Fazekas F, et al. MR signal abnormalities at 1.5 T in Alzheimer's dementia and normal aging. AJNR. 1987;8(3):421-426.
7. Ballerini L, et al. Perivascular spaces segmentation in brain MRI using optimal 3D filtering. Sci Rep. 2018;8:2132.
8. Zhu YC, et al. Severity of dilated Virchow-Robin spaces is associated with age, blood pressure, and MRI markers of small vessel disease. Stroke. 2010;41(11):2483-2490.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/366-01-012