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eess.IV2023★ 5 cited
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation
Pengcheng Shi, Xutao Guo, Yanwu Yang +2
Convolutional neural networks (CNN) and Transformer variants have emerged as the leading medical image segmentation backbones. Nonetheless, due to their limitations in either prese…
eess.IV2021★ 1 cited
Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net
Yanwu Yang, Xutao Guo, Yiwei Pan +3
Accurate medical image segmentation is crucial for diagnosis and analysis. However, the models without calibrated uncertainty estimates might lead to errors in downstream analysis…