A deep learning approach versus expert clinician panel in the classification of posterior circulation infarction

A deep learning approach versus expert clinician panel in the classification of posterior circulation infarction

Background: Posterior circulation infarction (POCI) is common. Imaging techniques such as non-contrast-CT (NCCT) and diffusion-weighted-magnetic-resonance-imaging commonly fail to detect hyperacute POCI. Studies suggest expert inspection of Computed Tomography Perfusion (CTP) improves diagnosis of P...

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Bibliographic Details
Main Authors: Leon S. Edwards, Milanka Visser, Cecilia Cappelen-Smith, Dennis Cordato, Andrew Bivard, Leonid Churilov, Christopher Blair, James Thomas, Angela Dos Santos, Longting Lin, Chushuang Chen, Carlos Garcia-Esperon, Kenneth Butcher, Tim Kleinig, Phillip MC Choi, Xin Cheng, Qiang Dong, Richard I. Aviv, Mark W. Parsons
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:NeuroImage: Clinical
Subjects:
Ischaemic stroke
CT perfusion
Deep learning
Posterior circulation stroke
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158225000026
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