Overcoming the lack of annotated medical images by non‐expert annotation?

Abstract Objective Early diagnosis of ischemic stroke is crucial. While CT scans are recommended, interpreting them is challenging. Machine learning can aid interpretation, but the lack of large datasets hinders its development. We explored if non‐expert labeling enhances the performance of a deep l...

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Principais autores:	Carsten M. Klingner, Sophia Hemm, Franziska Wagner, Thomas E. Mayer, Daniel Guellmar, Otto W. Witte, Stefan Brodoehl
Format:	Artigo
Jezik:	Inglês
Izdano:	Wiley 2024-03-01
Serija:	Clinical Neuroimaging
Teme:	CT scanning deep learning DenseNet ischemic stroke machine learning noisy labels
Online dostop:	https://doi.org/10.1002/neo2.15
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