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Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images.

08:00 EDT 16th March 2019 | BioPortfolio

Summary of "Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images."

The differential quantification of brain atrophy, white matter hyperintensities (WMH) and stroke lesions is important in studies of stroke and dementia. However, the presence of stroke lesions is usually overlooked by automatic neuroimage processing methods and the-state-of-the-art deep learning schemes, which lack sufficient annotated data. We explore the use of radiomics in identifying whether a brain magnetic resonance imaging (MRI) scan belongs to an individual that had a stroke or not.

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Journal Details

This article was published in the following journal.

Name: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
ISSN: 1879-0771
Pages: 12-24

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