Robust deep 3-D architectures based on vascular patterns for liver vessel segmentation

Robust deep 3-D architectures based on vascular patterns for liver vessel segmentation

Deep Learning is providing new solutions for medical image segmentation problems and becomes a key point for future clinical application. The study of vascular structures is a challenging task due to the extremely small size of the vessel structure, low SNR, and varying contrast in medical image dat...

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Bibliographic Details
Main Authors: Abir Affane, Jonas Lamy, Marie-Ange Lebre, Antoine Vacavant
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Deep learning
Liver
Medical image segmentation
Vesselness filters
Image enhancement
Image preprocessing
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914822002489

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http://www.sciencedirect.com/science/article/pii/S2352914822002489

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