Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies
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DOI: 10.1038/s41598-021-89311-3
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),… read more here.
Keywords: machine learning; analysis; disease groups; muscle mri ... See more keywords
Early Muscle MRI Findings in a Pediatric Case of Emery-Dreifuss Muscular Dystrophy Type 1
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DOI: 10.1055/s-0043-1768989
Abstract: Abstract Emery-Dreifuss muscular dystrophy (EDMD) is a rare disease characterized by early contractures, progressive muscle weakness, and cardiac abnormalities. Different subtypes of EDMD have been described, with the two most common forms represented by the… read more here.
Keywords: muscle mri; muscle; mri; muscular dystrophy ... See more keywords
Muscle-MRI and Functional Levels for the Evaluation of Upper Limbs in Duchenne Muscular Dystrophy: A Critical Review of the Literature
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DOI: 10.3390/medicina58030440
Abstract: Many qualitative and quantitative Magnetic Resonance Imaging (MRI) techniques have been applied to evaluate muscle fat degeneration in Duchenne muscular dystrophy (DMD) subjects, but only few studies have focused on the upper limbs. We reviewed… read more here.
Keywords: duchenne muscular; muscle mri; muscle; muscular dystrophy ... See more keywords