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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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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Ro, Kyunghan, Kim, Joo Young, Park, Heeseol, Cho, Baek Hwan, Kim, In Young, Shim, Seung Bo, Choi, In Young, Yoo, Jae Chul
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8302634/
https://ncbi.nlm.nih.gov/pubmed/34301978
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-93026-w
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