Papers Landmark-based segmentation
“Landmark-based segmentation” 태그가 달린 논문 2편 · 필터 해제
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models
2022-11-14
· Nicolás Gaggion, Maria Vakalopoulou, Diego H. Milone, Enzo Ferrante
Learning anatomical segmentation from heterogeneous labels in multi-center datasets is a common situation encountered in clinical scenarios, where certain anatomical structures are only annotated in images coming from pa…
Landmark-based segmentationMemorizationSegmentationHybrid graph convolutional neural networks for landmark-based anatomical segmentation
2021-06-17
· Nicolás Gaggion, Lucas Mansilla, Diego Milone, Enzo Ferrante
In this work we address the problem of landmark-based segmentation for anatomical structures. We propose HybridGNet, an encoder-decoder neural architecture which combines standard convolutions for image feature encoding,…
DecoderLandmark-based segmentationSegmentation
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