An uncertainty-aware transformer for MRI cardiac semantic segmentation via mean teachers

Deep learning methods have shown promising performance in medical image semantic segmentation. The cost of high-quality annotations, however, is still high and hard to access as clinicians are pressed for time. In this paper, we propose to utilize the power of Vision Transformer (ViT) with a semi-su...

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Bibliographic Details
Main Authors: Wang, Z, Zheng, J-Q, Voiculescu, ID
Format: Conference item
Language:English
Published: Springer 2022