3 papers
cs.CV2026
Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
Minghao Han, Dingkang Yang, Linhao Qu +5
Recent years have witnessed remarkable progress in multimodal learning within computational pathology. Existing models primarily rely on vision and language modalities; however, la…
cs.CV2025
Uncertainty-Aware Extreme Point Tracing for Weakly Supervised Ultrasound Image Segmentation
Lei Shi, Gang Li, Junxing Zhang
Automatic medical image segmentation is a fundamental step in computer-aided diagnosis, yet fully supervised approaches demand extensive pixel-level annotations that are costly and…
cs.CV2024
3D Distance-color-coded Assessment of PCI Stent Apposition via Deep-learning-based Three-dimensional Multi-object Segmentation
Xiaoyang Qin, Hao Huang, Shuaichen Lin +8
Coronary artery disease poses a significant global health challenge, often necessitating percutaneous coronary intervention (PCI) with stent implantation. Assessing stent appositio…