Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation

•We propose simple yet effective voxel-level representation learning method for multi-organ segmentation on abdominal CT scans. Our method enforces voxel-level feature relations in the representation space so that we can enhance representation power of the base network•We define voxel-level feature...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2022-01, Vol.213, p.106547-106547, Article 106547
Hauptverfasser:	Lee, Chae Eun, Chung, Minyoung, Shin, Yeong-Gil
Format:	Artikel
Sprache:	eng
Schlagworte:	Abdominal ct segmentation Medical image segmentation Multi-organ segmentation Representation learning Siamese network
Online-Zugang:	Volltext
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