2.5-Minute Fast Brain MRI with Multiple Contrasts in Acute Ischemic Stroke
Creators
- 1. Department of Neuroradiology, Karolinska University Hospital, Solna, 17176, Stockholm (Sweden)
- 2. Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Sweden)
- 3. Department of Radiology, Karolinska University Hospital, Stockholm (Sweden)
- 4. Department of Radiology, Danderyd Hospital, Stockholm (Sweden)
- 5. Department of Neurology, Karolinska University Hospital, Stockholm (Sweden)
- 6. MR Applied Science Laboratory Europe, GE Healthcare, Stockholm (Sweden)
Description
To assess the performance of a 2.5-minute multi-contrast brain MRI sequence (NeuroMix) in diagnosing acute cerebral infarctions. Adult patients with a clinical suspicion of acute ischemic stroke were retrospectively included. Brain MRI at 3 T included NeuroMix and routine clinical MRI (cMRI) sequences, with DWI/ADC, T2-FLAIR, T2-weighted, T2*, SWI-EPI, and T1-weighted contrasts. Three radiologists (R1-3) independently assessed NeuroMix and cMRI for the presence of acute infarcts (DWI , ADC = or ) and infarct-associated abnormalities on other image contrasts. Sensitivity, specificity, and the area under the receiver operating characteristic curve (AUC) were calculated and compared using DeLong's test. Inter- and intra-rater agreements were studied with kappa statistics. Relative DWI (rDWI) and T2-FLAIR (rT2-FLAIR) signal intensity for infarctions were semi-automatically rendered, and the correlation between methods was evaluated. According to the reference standard, acute infarction was present in 34 out of 44 (77%) patients (63 ± 17 years, 31 men). Other infarct-associated signal abnormalities were reported in similar frequencies on NeuroMix and cMRI (p > .08). Sensitivity for infarction detection was 94%, 100%, and 94% evaluated by R1, R2, R3, for NeuroMix and 94%, 100%, and 100% for cMRI. Specificity was 100%, 90%, and 100% for NeuroMix and 100%, 100%, and 100% for cMRI. AUC for NeuroMix was .97, .95, and .97 and .97, 1, and 1 for cMRI (DeLong p = 1, .32, .15), respectively. Inter- and intra-rater agreement was κ = .88-1. The correlation between NeuroMix and cMRI was R = .73 for rDWI and R = .83 for rT2-FLAIR. Fast multi-contrast MRI NeuroMix has high diagnostic performance for detecting acute cerebral infarctions.
Additional details
Identifiers
Publishing Information
- Journal Title
- Neuroradiology
- Journal Volume
- 66
- Journal Issue
- 5
- Journal Page Range
- p. 737-747
- ISSN
- 0028-3940
- CODEN
- NRDYAB
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 55054759
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ADULTS; BRAIN; COMPARATIVE EVALUATIONS; COMPUTERIZED TOMOGRAPHY; CORRELATIONS; DATA COMPILATION; DIAGNOSIS; IMAGE PROCESSING; ISCHEMIA; NMR IMAGING; RELAXATION TIME; SENSITIVITY; SPECIFICITY; STATISTICS; WEIGHTING FUNCTIONS
- Descriptors DEC
- AGE GROUPS; ANEMIAS; BODY; CARDIOVASCULAR DISEASES; CENTRAL NERVOUS SYSTEM; DATA; DATA PROCESSING; DIAGNOSTIC TECHNIQUES; DISEASES; EVALUATION; FUNCTIONS; HEMIC DISEASES; INFORMATION; MATHEMATICS; NERVOUS SYSTEM; ORGANS; PROCESSING; SYMPTOMS; TOMOGRAPHY; VASCULAR DISEASES