Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies

Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies

Abstract 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 polymyosit...

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Autores principales: Keita Nagawa, Masashi Suzuki, Yuuya Yamamoto, Kaiji Inoue, Eito Kozawa, Toshihide Mimura, Koichiro Nakamura, Makoto Nagata, Mamoru Niitsu
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/7689333e8165491185bd5743bb28d6bc
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