2 papers
cs.CV2026
SemiSAM-O1: Pushing the Boundary of Annotation-Efficient Medical Image Segmentation with Generalist Knowledge Fusion
Yichi Zhang, Le Xue, Bichun Xu +6
Semi-supervised learning (SSL) has become a promising solution to alleviate the annotation burden of deep learning-based medical image segmentation models. While recent advances in…
cs.AI2025
Towards generalization of drug response prediction to single cells and patients utilizing importance-aware multi-source domain transfer learning
Hui Liu, Wei Duan, Judong Luo
The advancement of single-cell sequencing technology has promoted the generation of a large amount of single-cell transcriptional profiles, providing unprecedented opportunities to…