Automated Perfusion Calculations vs. Visual Scoring of Collaterals and CBV-ASPECTS : Has the Machine Surpassed the Eye?

Marios-Nikos PsychogiosPeter B SpornsJohanna OspelAristeidis H KatsanosReza KabiriFabian A FlottmannBijoy K MenonMackenzie HornDavid S LiebeskindTristan HondaMarc RiboManuel Requena RuizChristoph KabbaschThorsten LichtensteinChristoph J MaurerAnsgar BerlisVictoria HellsternHans HenkesMarkus A MöhlenbruchFatih SekerMarielle S ErnstJan LimanGeorgios TsivgoulisAlex Brehm

Published in: Clinical neuroradiology (2020)

Collateral scoring, CBV-ASPECTS and RAPID were independently associated with functional outcome at 90 days. Core and Penumbra estimates using automated software packages varied significantly and should therefore be used with caution.

Keyphrases

deep learning
machine learning
high throughput
density functional theory
molecular dynamics simulations
loop mediated isothermal amplification
computed tomography