MICCAI2021论文阅读

These proceedings of MICCAI 2021 showcase all 531 papers that were presented at the main conference, organized into eight volumes in the Lecture Notes in Computer Science (LNCS) series as follows:

• Part I, LNCS Volume 12901: Image Segmentation
• Part II, LNCS Volume 12902: Machine Learning 1
• Part III, LNCS Volume 12903: Machine Learning 2
• Part IV, LNCS Volume 12904: Image Registration and Computer Assisted Intervention
• Part V, LNCS Volume 12905: Computer Aided Diagnosis
• Part VI, LNCS Volume 12906: Image Reconstruction and Cardiovascular Imaging
• Part VII, LNCS Volume 12907: Clinical Applications
• Part VIII, LNCS Volume 12908: Microscopic, Ophthalmic, and Ultrasound Imaging

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Part I： Image Segmentation

1、Noisy Labels are Treasure: Mean-Teacher-Assisted Confident
Learning for Hepatic Vessel Segmentation

2、TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation

3、Anatomy-Constrained ContrastiveLearning for Synthetic Segmentation Without Ground-Truth

4、MT-UDA: Towards Unsupervised Cross-modality Medical Image
Segmentation with Limited Source Labels

Part II, LNCS Volume 12902: Machine Learning

1、Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation