Automated CT angiography collateral scoring in anterior large vessel occlusion stroke: A multireader study.

Mohamed Sobhi Jabal David F Kallmes George W J HarstonNorbert CampeauKara SchwartzSteven MessinaCarrie CarrJohn C BensonJason LittleAlex NagelschneiderAjay A MadhavanDeena NasrSherry BraksickJames KlaasEugene ScharfCem BilginWaleed Brinjikji

Published in: Interventional neuroradiology : journal of peritherapeutic neuroradiology, surgical procedures and related neurosciences (2023)

Automated assistance for CTA-CS using e-CTA software provided helpful decision support for readers in terms of improving scoring accuracy and reading efficiency for physicians with a range of experience and training backgrounds and leading to significant improvements in inter-rater agreement.

Keyphrases

deep learning
machine learning
high throughput
primary care
atrial fibrillation
working memory
data analysis
brain injury
cerebral ischemia
blood brain barrier