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Classification of Muscular Dystrophies from MR Images Improves Using the Swin Transformer Deep Learning Model

Muscular dystrophies present diagnostic challenges, requiring accurate classification for effective diagnosis and treatment. This study investigates the efficacy of deep learning methodologies in classifying these disorders using skeletal muscle MRI scans. Specifically, we assess the performance of...

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Principais autores: Alfonso Mastropietro, Nicola Casali, Maria Giovanna Taccogna, Maria Grazia D’Angelo, Giovanna Rizzo, Denis Peruzzo
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2024-06-01
Series:Bioengineering
Assuntos:
deep learning
classification
MRI
Swin Transformer
neuromuscular diseases
skeletal muscle
Acceso en liña:https://www.mdpi.com/2306-5354/11/6/580
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