Automated Assessment of the DWI-FLAIR Mismatch in Patients with Acute Ischemic Stroke: Added Value to Routine Clinical Practice.
Elham TavakkolShingo KihiraM A McArthurJennifer S PolsonHaoyue ZhangCorey W ArnoldB YooM LinetskyB SalehiLuke LedbetterC KimReza JahanGary DuckwilerJeffrey L SaverDavid S LiebeskindKambiz NaelPublished in: AJNR. American journal of neuroradiology (2024)
This automated quantitative approach for DWI-FLAIR mismatch provides results comparable with those of human experts and can improve the diagnostic accuracies of expert neuroradiologists in the determination of DWI-FLAIR status.
Keyphrases
- clinical practice
- acute ischemic stroke
- diffusion weighted imaging
- diffusion weighted
- deep learning
- machine learning
- high throughput
- endothelial cells
- contrast enhanced
- magnetic resonance imaging
- high resolution
- induced pluripotent stem cells
- computed tomography
- pluripotent stem cells
- solid phase extraction
- molecularly imprinted
- simultaneous determination
- clinical evaluation