Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods

OBJECTIVE: To evaluate the use of ultrasound coupled with machine learning (ML) and deep learning (DL) techniques for automated or semi-automated classification of myositis. METHODS: Eighty subjects comprised of 19 with inclusion body myositis (IBM), 14 with polymyositis (PM), 14 with dermatomyositi...

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Detalles Bibliográficos
Autores principales: Burlina, Philippe, Billings, Seth, Joshi, Neil, Albayda, Jemima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5576677/
https://www.ncbi.nlm.nih.gov/pubmed/28854220
http://dx.doi.org/10.1371/journal.pone.0184059

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5576677/
https://www.ncbi.nlm.nih.gov/pubmed/28854220
http://dx.doi.org/10.1371/journal.pone.0184059

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