Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT

Jie Zheng, Ru Wen, Haiqin Hu +5

Existing Masked Image Modeling (MIM) depends on a spatial patch-based masking-reconstruction strategy to perceive objects'features from unlabeled images, which may face two limitat…