Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities

Accurate segmentation of brain tumors is of critical importance in clinical assessment and treatment planning, which requires multiple MR modalities providing complementary information. However, due to practical limits, one or more modalities may be missing in real scenarios. To tackle this problem,...

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Veröffentlicht in:IEEE transactions on medical imaging 2023-12, Vol.42 (12), p.3678-3689
Hauptverfasser: Yang, Heran, Sun, Jian, Xu, Zongben
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Sprache:eng
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