Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory my...
Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies
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Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
To develop a machine learning (ML) model that predicts disease groups or autoantibodies in patients with idiopathic inflammatory myopathies (IIMs) using muscle MRI radiomics features. Twenty-two patients with dermatomyositis (DM), 14 with amyopathic dermatomyositis (ADM), 19 with polymyositis (PM) and 19 with non-IIM were enrolled. Using 2D manual...
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Full title
Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies
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TN_cdi_doaj_primary_oai_doaj_org_article_7689333e8165491185bd5743bb28d6bc
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7689333e8165491185bd5743bb28d6bc
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-021-89311-3
