3 papers
cs.CV2025
Advancements in Artificial Intelligence Applications for Cardiovascular Disease Research
Yuanlin Mo, Haishan Huang, Bocheng Liang +1
Recent advancements in artificial intelligence (AI) have revolutionized cardiovascular medicine, particularly through integration with computed tomography (CT), magnetic resonance…
cs.CV2025
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation
Pengchen Liang, Haishan Huang, Bin Pu +7
Large-scale pre-trained models, such as Vision Foundation Models (VFMs), have demonstrated impressive performance across various downstream tasks by transferring generalized knowle…
eess.IV2025
Vision Foundation Models in Medical Image Analysis: Advances and Challenges
Pengchen Liang, Bin Pu, Haishan Huang +4
The rapid development of Vision Foundation Models (VFMs), particularly Vision Transformers (ViT) and Segment Anything Model (SAM), has sparked significant advances in the field of…