Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
369-03-008 ISMRM Abstract

Discriminating Etiological Subtypes of Acute Ischemic Stroke Using a Dual-Center Integrated Clinical-Radiomics Model

Primary: Diffusion - Diffusion Modeling
Secondary: Neuro - Stroke and Cerebrovascular Disorders
369-03-008 · Multiparametric MRI in Stroke · Monday, 11 May, 1:50 PM–2:45 PM · Digital Posters Row J
Accepted
Ainikaerjiang Aihemaiti1, Pahati · Tuxunjiang2, Yimuran · Subi1, Hanjiaerbieke Kukun1, rui xu1, Yuhui Xiong 3, Yuchen Liu3,4, Yunling Wang1
1Department of Radiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
2The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
3GE HealthCare MR Research, Beijing, China
4GE Healthcare, Beijing, China
Presenting Author: Yuhui Xiong

Synopsis

Motivation:
Goals:
Approach:
Results:
Full abstract & presentation

The full text, figures, and any recorded presentation for this abstract are not shown here. Log in if you are a member or registered attendee with access.

Full abstracts, figures, and presentations for Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition are available to registered attendees. This content becomes freely available to the public roughly two years after the meeting.

To request or purchase access, contact the ISMRM Central Office at info@ismrm.org.

Log in

References

1. GBD 2021 Stroke Risk Factor Collaborators. Global, regional, and national burden of stroke and its risk factors, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021[J]. Lancet Neurol, 2024, 23(10): 973-1003.
2. Nikolić S, Ignatov D, Khvorykh G, et al. Genome-wide association studies of ischemic stroke based on interpretable machine learning[J]. PeerJ Comput Sci, 2024, 10: e2454.
3. Hilkens N A, Casolla B, Leung T W, et al. Stroke[J]. Lancet, 2024, 403(10446): 2820-2836.
4. Zhang S, Wang J, Pei L, et al. Interpretable CNN for ischemic stroke subtype classification with active model adaptation[J]. BMC Med Inform Decis Mak, 2022, 22(1): 3.
5. Chun M, Qin H, Turnbull I, et al. Heterogeneity in the diagnosis and prognosis of ischemic stroke subtypes: 9-year follow-up of 22,000 cases in Chinese adults[J]. Int J Stroke, 2023, 18(7): 847-855.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/369-03-008