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...
Ausführliche Beschreibung
Bibliographische Detailangaben
Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 7 vom: 03. Juli, Seite 1559-1572
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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
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Sprache: | English |
Veröffentlicht: |
2019
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Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |