Siyu Liu

发表论文 6 篇 · 总被引 124 次 · h-index 4

代表论文

• A comprehensive survey on deep active learning in medical image analysis (2023 · Medical Image Anal. · 被引 120)
• Improving brain tumor segmentation with anatomical prior-informed pre-training (2023 · Frontiers in Medicine · 被引 10)
• Mixture-of-experts and semantic-guided network for brain tumor segmentation with missing MRI modalities (2024 · Medical and Biological Engineering and Computing · 被引 5)
• A comprehensive survey on deep active learning and its applications in medical image analysis (2023 · arXiv.org · 被引 5)
• Preoperative Assessment of Lymph Node Metastasis in Rectal Cancer Using Deep Learning: Investigating the Utility of Various MRI Sequences (2025 · Annals of Surgical Oncology · 被引 3)
• Deep-learning-based 3D multi-view multi-parametric MRI fusion model for preoperative T-staging of rectal cancer (2026 · Biomedical Signal Processing and Control · 被引 1)