An Improved Mask R-CNN Model for Multiorgan Segmentation

Medical image segmentation is a key topic in image processing and computer vision. Existing literature mainly focuses on single-organ segmentation. However, since maximizing the concentration of radiotherapy drugs in the target area with protecting the surrounding organs is essential for making effe...

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Veröffentlicht in:	Mathematical problems in engineering 2020, Vol.2020 (2020), p.1-11
Hauptverfasser:	Li, Xu, Yu, Ming-Hui, Nian, Fu-Dong, Shu, Jian-Hua
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial neural networks Computed tomography Computer vision Datasets Deep learning Esophageal cancer Image processing Image segmentation Lungs Mathematical problems Medical imaging Methods Neural networks Organs Radiation therapy Semantics
Online-Zugang:	Volltext
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