Acute stroke CDS: automatic retrieval of thrombolysis contraindications from unstructured clinical letters

Acute stroke CDS: automatic retrieval of thrombolysis contraindications from unstructured clinical letters

IntroductionThrombolysis treatment for acute ischaemic stroke can lead to better outcomes if administered early enough. However, contraindications exist which put the patient at greater risk of a bleed (e.g. recent major surgery, anticoagulant medication). Therefore, clinicians must check a patient&...

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Bibliographic Details
Main Authors: Murray Cutforth, Hannah Watson, Cameron Brown, Chaoyang Wang, Stuart Thomson, Dickon Fell, Vismantas Dilys, Morag Scrimgeour, Patrick Schrempf, James Lesh, Keith Muir, Alexander Weir, Alison Q O’Neil
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Digital Health
Subjects:
clinical decision support (CDS)
acute stroke
thrombolysis
machine learning (ML)
named entity recognition (NER)
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2023.1186516/full

Internet

https://www.frontiersin.org/articles/10.3389/fdgth.2023.1186516/full

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