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Deep-learning framework and computer assisted fatty infiltration analysis for the supraspinatus muscle in MRI

Occupation ratio and fatty infiltration are important parameters for evaluating patients with rotator cuff tears. We analyzed the occupation ratio using a deep-learning framework and studied the fatty infiltration of the supraspinatus muscle using an automated region-based Otsu thresholding techniqu...

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Detalles Bibliográficos
Autores principales: Ro, Kyunghan, Kim, Joo Young, Park, Heeseol, Cho, Baek Hwan, Kim, In Young, Shim, Seung Bo, Choi, In Young, Yoo, Jae Chul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8302634/
https://www.ncbi.nlm.nih.gov/pubmed/34301978
http://dx.doi.org/10.1038/s41598-021-93026-w