Diffusion‐Weighted Imaging Fluid‐Attenuated Inversion Recovery Mismatch on Portable, Low‐Field Magnetic Resonance Imaging Among Acute Stroke Patients

Author:

Sorby‐Adams Annabel1ORCID,Guo Jennifer1,de Havenon Adam2,Payabvash Seyedmehdi3,Sze Gordon3,Pinter Nandor K.45,Jaikumar Vinay5,Siddiqui Adnan5,Baldassano Steven6,Garcia‐Guarniz Ana‐Lucia1,Zabinska Julia2,Lalwani Dheeraj2,Peasley Emma2,Goldstein Joshua N.7,Nelson Olivia K.7,Schaefer Pamela W.6,Wira Charles R.8,Pitts John9,Lee Vivien10,Muir Keith W.11,Nimjee Shahid M.10,Kirsch John12,Iglesias Juan Eugenio121314,Rosen Matthew S.12ORCID,Sheth Kevin N.2ORCID,Kimberly W. Taylor1

Affiliation:

1. Department of Neurology and the Center for Genomic Medicine Massachusetts General Hospital and Harvard Medical School Boston MA USA

2. Department of Neurology, Yale Center for Brain & Mind Health Yale School of Medicine New Haven CT USA

3. Department of Radiology and Biomedical Imaging Yale School of Medicine New Haven CT USA

4. Department of Radiology, Jacobs School of Medicine & Biomedical Sciences State University of New York at Buffalo Buffalo NY USA

5. Department of Neurosurgery, Jacobs School of Medicine & Biomedical Sciences State University of New York at Buffalo Buffalo NY USA

6. Division of Neuroradiology, Department of Radiology Massachusetts General Hospital and Harvard Medical School Boston MA USA

7. Department of Emergency Medicine Massachusetts General Hospital and Harvard Medical School Boston MA USA

8. Department of Emergency Medicine Yale New Haven Hospital and Yale School of Medicine New Haven CT USA

9. Hyperfine Incorporated Guilford CT USA

10. Wexner Medical Center Ohio State University Columbus OH USA

11. School of Psychology and Neuroscience University of Glasgow Glasgow UK

12. Athinoula A. Martinos Center for Biomedical Imaging Massachusetts General Hospital and Harvard Medical School Boston MA USA

13. Center for Medical Image Computing University College London London UK

14. Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology Cambridge MA USA

Abstract

ObjectiveFor stroke patients with unknown time of onset, mismatch between diffusion‐weighted imaging (DWI) and fluid‐attenuated inversion recovery (FLAIR) magnetic resonance imaging (MRI) can guide thrombolytic intervention. However, access to MRI for hyperacute stroke is limited. Here, we sought to evaluate whether a portable, low‐field (LF)‐MRI scanner can identify DWI‐FLAIR mismatch in acute ischemic stroke.MethodsEligible patients with a diagnosis of acute ischemic stroke underwent LF‐MRI acquisition on a 0.064‐T scanner within 24 h of last known well. Qualitative and quantitative metrics were evaluated. Two trained assessors determined the visibility of stroke lesions on LF‐FLAIR. An image coregistration pipeline was developed, and the LF‐FLAIR signal intensity ratio (SIR) was derived.ResultsThe study included 71 patients aged 71 ± 14 years and a National Institutes of Health Stroke Scale of 6 (interquartile range 3–14). The interobserver agreement for identifying visible FLAIR hyperintensities was high (κ = 0.85, 95% CI 0.70–0.99). Visual DWI‐FLAIR mismatch had a 60% sensitivity and 82% specificity for stroke patients <4.5 h, with a negative predictive value of 93%. LF‐FLAIR SIR had a mean value of 1.18 ± 0.18 <4.5 h, 1.24 ± 0.39 4.5–6 h, and 1.40 ± 0.23 >6 h of stroke onset. The optimal cut‐point for LF‐FLAIR SIR was 1.15, with 85% sensitivity and 70% specificity. A cut‐point of 6.6 h was established for a FLAIR SIR <1.15, with an 89% sensitivity and 62% specificity.InterpretationA 0.064‐T portable LF‐MRI can identify DWI‐FLAIR mismatch among patients with acute ischemic stroke. Future research is needed to prospectively validate thresholds and evaluate a role of LF‐MRI in guiding thrombolysis among stroke patients with uncertain time of onset. ANN NEUROL 2024;96:321–331

Funder

National Institute of Neurological Disorders and Stroke

Publisher

Wiley

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3