A deep learning analysis of stroke onset time prediction and comparison to DWI-FLAIR mismatch

A deep learning analysis of stroke onset time prediction and comparison to DWI-FLAIR mismatch

Introduction: When time since stroke onset is unknown, DWI-FLAIR mismatch rating is an established technique for patient stratification. A visible DWI lesion without corresponding parenchymal hyperintensity on FLAIR suggests time since onset of under 4.5 h and thus a potential benefit from intraveno...

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Bibliographic Details
Main Authors: Ela Marie Z. Akay, Jana Rieger, Ricardo Schöttler, Jonas Behland, Raphael Schymczyk, Ahmed A. Khalil, Ivana Galinovic, Jan Sobesky, Jochen B. Fiebach, Vince I. Madai, Adam Hilbert, Dietmar Frey
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:NeuroImage: Clinical
Subjects:
Artificial intelligence
Acute ischemic stroke
Machine learning
Decision support
Computer aided
Magnetic resonance imaging
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158223002358

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http://www.sciencedirect.com/science/article/pii/S2213158223002358

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