In-depth learning of automatic segmentation of shoulder joint magnetic resonance images based on convolutional neural networks

•CNN is used to segment multiple bone joints to assist medical diagnosis.•Image segmentation using local perception and features.•A loss function is added to adjust the position of the candidate area.•Fine segmentation of the edges of the bone areais is performed to prevent confusion with fat. Magne...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2021-11, Vol.211, p.106325-106325, Article 106325
Hauptverfasser:	Mu, Xinhong, Cui, Yi, Bian, Rongpeng, Long, Long, Zhang, Daliang, Wang, Huawen, Shen, Yidong, Wu, Jingjing, Zou, Guoyou
Format:	Artikel
Sprache:	eng
Schlagworte:	Convolutional neural network Deep learning Magnetic resonance imaging Medical image segmentation Orthopedic diagnosis
Online-Zugang:	Volltext
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