2 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…