CSM-Net: A Multi-Task Colorectal Cancer Analysis Framework

Colorectal cancer is the second leading cause of cancer mortality before 2020, in this paper, we propose a simple yet efficient anchor-free instance segmentation framework, Colorectal Spatial Mask Network, aiming at jointly detecting and segmenting the tumor region in colorectal cancer MRI image ser...

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Veröffentlicht in:	Sensing and imaging 2020-12, Vol.21 (1), Article 42
Hauptverfasser:	Sui, Dong, Zhang, Yimeng, Li, Zhaoxin, Zhao, Guangzhe, Wang, Yantao, Zhang, Rui, Wu, Qiufeng, Zhang, Lei
Format:	Artikel
Sprache:	eng
Schlagworte:	Cancer Colorectal cancer Computer networks Electrical Engineering Engineering Image segmentation Imaging Magnetic resonance imaging Microwaves Original Paper Radiology RF and Optical Engineering S.I.: Deep Learning for Medical Image Reconstruction and Analysis
Online-Zugang:	Volltext
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