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cs.CV2025
Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation
Huanli Zhuo, Leilei Ma, Haifeng Zhao +3
Although SAM-based single-source domain generalization models for medical image segmentation can mitigate the impact of domain shift on the model in cross-domain scenarios, these m…
cs.CV2024
Text-Region Matching for Multi-Label Image Recognition with Missing Labels
Leilei Ma, Hongxing Xie, Lei Wang +3
Recently, large-scale visual language pre-trained (VLP) models have demonstrated impressive performance across various downstream tasks. Motivated by these advancements, pioneering…
cs.CV2024
Domain Adaptive Lung Nodule Detection in X-ray Image
Haifeng Zhao, Lixiang Jiang, Leilei Ma +2
Medical images from different healthcare centers exhibit varied data distributions, posing significant challenges for adapting lung nodule detection due to the domain shift between…