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eess.IV2023★ 13 cited
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis
Zhaoshan Liu, Qiujie Lv, Yifan Li +2
Data augmentation (DA) has been widely leveraged in computer vision to alleviate data shortage, while its application in medical imaging faces multiple challenges. The prevalent DA…
eess.IV2022★ 125 cited
Recent Progress in Transformer-based Medical Image Analysis
Zhaoshan Liu, Qiujie Lv, Ziduo Yang +3
The transformer is primarily used in the field of natural language processing. Recently, it has been adopted and shows promise in the computer vision (CV) field. Medical image anal…