Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
560-06-014 ISMRM Abstract

AI-assisted structural parameters of high white matter signals in acute ischemic stroke

Primary: Neuro - White Matter
Secondary: Neuro - Stroke and Cerebrovascular Disorders
560-06-014 · AI Image Processing · Wednesday, 13 May, 4:55 PM–5:50 PM · Digital Posters Row A
Keywords: Magnetic resonance imaging Artificial Intelligence White matter hyperintensity Acute Ischemic Stroke White Matter Hyperintensities Segmentation
Accepted
Haiyan Gui 1, Jingjing Zhang1, Ningdi Yang1, jianxiu lian2, Da Zou3
1The Fourth Hospital of Harbin, Harbin, China
2Philips Healthcare (Beijing), Beijing, China
3Bayer Healthcare Company Limited, Guangzhou, China
Presenting Author: Haiyan Gui

Synopsis

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References

1. Alber J, Alladi S, Bae HJ, et al. White matter hyperintensities in vascular contributions to cognitive impairment and dementia (VCID): Knowledge gaps and opportunities. Alzheimers Dement (N Y), 2019, 5:107-117. doi:10.1016/j.trci.2019.02.001 [doi]
2. Bauer CE, Zachariou V, Seago E, et al. White Matter Hyperintensity Volume and Location: Associations With WM Microstructure, Brain Iron, and Cerebral Perfusion. Front Aging Neurosci, 2021, 13:617947. doi:10.3389/fnagi.2021.617947 [doi]
3. Meng F, Yang Y, Jin G. Research Progress on MRI for White Matter Hyperintensity of Presumed Vascular Origin and Cognitive Impairment. Front Neurol, 2022, 13:865920. doi:10.3389/fneur.2022.865920 [doi]
4. Kijpaisalratana N, Ament Z, Bevers MB, et al. Trimethylamine N-Oxide and White Matter Hyperintensity Volume Among Patients With Acute Ischemic Stroke. JAMA Netw Open, 2023, 6(8):e2330446. doi:10.1001/jamanetworkopen.2023.30446 [doi]
5. Kim KW, MacFall JR, Payne ME. Classification of white matter lesions on magnetic resonance imaging in elderly persons. Biol Psychiatry, 2008, 64(4):273-280. doi:10.1016/j.biopsych.2008.03.024 [doi]
6. Ryu WS, Schellingerhout D, Ahn HS, et al. Hemispheric Asymmetry of White Matter Hyperintensity in Association With Lacunar Infarction. J Am Heart Assoc, 2018, 7(22):e010653. doi:10.1161/JAHA.118.010653 [doi]
7. Parent O, Bussy A, Devenyi GA, et al. Assessment of white matter hyperintensity severity using multimodal magnetic resonance imaging. Brain Commun, 2023, 5(6):fcad279. doi:10.1161/JAHA.118.010653 [doi]

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http://echo.ismrm.org/p/ISMRM2026/560-06-014