Suruchi Kumari

发表论文 11 篇 · 总被引 48 次 · h-index 3

代表论文

• Data efficient deep learning for medical image analysis: A survey (2023 · arXiv.org · 被引 25)
• Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation (2025 · Computer Vision and Pattern Recognition · 被引 10)
• Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation (2024 · Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing · 被引 7)
• A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images (2025 · AAAI Conference on Artificial Intelligence · 被引 5)
• Learning with less: A survey of deep learning in medical imaging under varying supervision levels (2026 · Artif. Intell. Medicine · 被引 4)
• Addressing Label Scarcity and Domain Shift in Medical Image Segmentation (2025 · International Conference on Medical Image Computing and Computer-Assisted Intervention · 被引 3)