MCCSeg: Morphological embedding causal constraint network for medical image segmentation

Author:

Gao YifanORCID,Wei LifangORCID,Li JunORCID,Chang Xinyue,Zhang Yulong,Chen Riqing,Yang Changcai,Wei YiORCID,Dong HengORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference64 articles.

1. Amit, T., Shaharbany, T., Nachmani, E., & Wolf, L. (2021). Segdiff: Image segmentation with diffusion probabilistic models. arXiv preprint arXiv:2112.00390.

2. Arjovsky, M., Bottou, L., Gulrajani, I., & Lopez-Paz, D. (2019). Invariant risk minimization. arXiv preprint arXiv:1907.02893.

3. Bengio, Y., Deleu, T., Rahaman, N., Ke, R., Lachapelle, S., Bilaniuk, O., . . . Pal, C. (2019). A meta-transfer objective for learning to disentangle causal mechanisms. arXiv preprint arXiv:1901.10912.

4. Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: Is the problem solved?;Bernard;IEEE transactions on medical imaging,2018

5. Swin-unet: Unet-like pure transformer for medical image segmentation;Cao,2023

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