2 papers
eess.IV2024
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…
cs.CV2023
Supervised Contrastive Learning for Fine-grained Chromosome Recognition
Ruijia Chang, Suncheng Xiang, Chengyu Zhou +3
Chromosome recognition is an essential task in karyotyping, which plays a vital role in birth defect diagnosis and biomedical research. However, existing classification methods fac…