Search Results for author: Zi'an Xu

Found 3 papers, 1 papers with code

Swin MAE: Masked Autoencoders for Small Datasets

1 code implementation28 Dec 2022 Zi'an Xu, Yin Dai, Fayu Liu, Weibing Chen, Yue Liu, Lifu Shi, Sheng Liu, YuHang Zhou

The development of deep learning models in medical image analysis is majorly limited by the lack of large-sized and well-annotated datasets.

Transfer Learning

Segmentation of Parotid Gland Tumors Using Multimodal MRI and Contrastive Learning

no code implementations26 Aug 2022 Zi'an Xu, Yin Dai, Fayu Liu, Boyuan Wu, Weibing Chen, Lifu Shi

Segmentation of the parotid glands and tumors by MR images is important for the treatment of parotid gland tumors.

Contrastive Learning Decoder +4

Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images

no code implementations7 Jun 2022 Zi'an Xu, Yin Dai, Fayu Liu, Siqi Li, Sheng Liu, Lifu Shi, Jun Fu

Preoperative tumor localization, differential diagnosis, and subsequent selection of appropriate treatment for parotid gland tumors are critical.

MRI segmentation Segmentation +1

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