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Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks

Tabea Kossen, Pooja Subramaniam, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinović, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey

2021Computers in Biology and Medicine61 citationsDOI

Topics & Concepts

Artificial intelligenceComputer scienceSegmentationPattern recognition (psychology)Ground truthGenerative adversarial networkDeep learningHausdorff distanceSynthetic dataNormalization (sociology)Transfer of learningAnthropologySociologyAI in cancer detectionGenerative Adversarial Networks and Image SynthesisAdvanced Neural Network Applications
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks | Litcius