DeepIGeoS : A Deep Interactive Geodesic Framework for Medical Image Segmentation

Accurate medical image segmentation is essential for diagnosis, surgical planning and many other applications. Convolutional Neural Networks (CNNs) have become the state-of-the-art automatic segmentation methods. However, fully automatic results may still need to be refined to become accurate and ro...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 7 vom: 03. Juli, Seite 1559-1572
1. Verfasser: Wang, Guotai (VerfasserIn)
Weitere Verfasser: Zuluaga, Maria A, Li, Wenqi, Pratt, Rosalind, Patel, Premal A, Aertsen, Michael, Doel, Tom, David, Anna L, Deprest, Jan, Ourselin, Sebastien, Vercauteren, Tom
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't