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

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) a...

Descripción completa

Detalles Bibliográficos
Autores principales: Nagawa, Keita, Suzuki, Masashi, Yamamoto, Yuuya, Inoue, Kaiji, Kozawa, Eito, Mimura, Toshihide, Nakamura, Koichiro, Nagata, Makoto, Niitsu, Mamoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110584/
https://www.ncbi.nlm.nih.gov/pubmed/33972636
http://dx.doi.org/10.1038/s41598-021-89311-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110584/
https://www.ncbi.nlm.nih.gov/pubmed/33972636
http://dx.doi.org/10.1038/s41598-021-89311-3

Ejemplares similares