Machine Learning Automated Detection of Large Vessel Occlusion From Mobile Stroke Unit Computed Tomography Angiography.
Alexandra L CzapMersedeh Bahr-HosseiniNoopur SinghJose-Miguel YamalMay NourStephanie ParkerYoungran KimLucas RestrepoRania AbdelkhaleqSergio Salazar-MarioniKenny PhanRitvij BowrySuja S RajanJames C GrottaJeffrey L SaverLuca GiancardoSunil A ShethPublished in: Stroke (2021)
In this study of patients evaluated on MSUs in 2 cities, a ML algorithm was able to accurately and rapidly detect LVO using prehospital CTA acquisitions.
Keyphrases
- machine learning
- deep learning
- artificial intelligence
- atrial fibrillation
- cardiac arrest
- big data
- coronary artery
- loop mediated isothermal amplification
- real time pcr
- trauma patients
- label free
- emergency medical
- image quality
- high throughput
- cerebral ischemia
- magnetic resonance imaging
- computed tomography
- magnetic resonance
- blood brain barrier
- subarachnoid hemorrhage
- sensitive detection