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Updated: Jul 18, 2026

A Magnetic Resonance Imaging Protocol for Stroke Onset Time Estimation in Permanent Cerebral Ischemia
Published on: September 16, 2017
Diffusion-weighted imaging in hyperacute haemorrhagic stroke patients presenting within thrombolysis window
M F A K Kamis1, A Ishak1, N Bahari1
1Hospital Sultan Abdul Aziz Shah (HSAAS), Universiti Putra Malaysia, Faculty of Medicine and Health Sciences, Department of Radiology, Serdang, Malaysia.
Diffusion-weighted imaging (DWI) reliably detects intracranial hemorrhage in acute stroke patients. This magnetic resonance imaging (MRI) technique shows high accuracy, supporting its use as a first-line diagnostic tool.
Area of Science:
- Neurology
- Radiology
- Medical Imaging
Background:
- Diffusion-weighted imaging (DWI) is a proposed first-line neuroimaging for acute ischemic stroke.
- Its reliability in detecting intracranial hemorrhage (ICH) is less established compared to SWI and CT.
- This study evaluates DWI's role in identifying ICH in patients within the thrombolysis window.
Purpose of the Study:
- To establish the reliability of DWI as a first-line neuroimaging modality for detecting intracranial hemorrhage in acute stroke patients.
- To compare DWI findings with established gold standards (SWI and CT) for ICH detection.
- To assess DWI's accuracy in identifying ICH in patients presenting within the thrombolysis window.
Main Methods:
- Retrospective cross-sectional analysis of 31 acute stroke patients who underwent MRI brain as first-line neuroimaging.
- Radiologists assessed DWI signal patterns for ICH.
- DWI findings were compared with susceptibility-weighted imaging (SWI) and CT Brain (when available) as gold standards.
Main Results:
- The majority of hyperacute bleeds detected by SWI/CT showed characteristic DWI findings (central hyperintensity, peripheral hypointense rim).
- DWI demonstrated exceptionally high sensitivity, specificity, positive predictive value, and negative predictive value for intra-axial hemorrhages.
- Strong interobserver agreement (kappa = 0.94) was observed in identifying central hemorrhagic signal intensity.
Conclusions:
- DWI is a reliable MRI sequence for detecting intracranial hemorrhage in hyperacute stroke.
- The findings support the use of DWI as a dependable first-line imaging modality for ICH in acute stroke.
- DWI's high accuracy and reliability enhance its utility in time-sensitive stroke diagnosis and management.
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