Shiman Li

机构：Shanghai Medical College of Fudan University · ORCID：0000-0002-0488-0573

发表论文 24 篇 · 总被引 215 次 · h-index 6

代表论文

• A comprehensive survey on deep active learning in medical image analysis (2024 · Medical Image Analysis · 被引 112)
• Cold-start active learning for image classification (2022 · Information Sciences · 被引 34)
• Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks (2023 · Expert Systems with Applications · 被引 25)
• Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation (2024 · Physics in Medicine and Biology · 被引 13)
• Density-based one-shot active learning for image segmentation (2023 · Engineering Applications of Artificial Intelligence · 被引 9)
• Evaluation of uncertainty estimation methods in medical image segmentation: Exploring the usage of uncertainty in clinical deployment (2025 · Computerized Medical Imaging and Graphics · 被引 8)