To prospectively validate a prior and constraint-informed deep learning auto-segmentation framework for nasopharyngeal carcinoma (NPC) across three clinical centers, addressing accuracy, efficiency, and anatomical plausibility under real-world time constraint...
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Shenzhen United Imaging Research Institute of Innovative Medical Equipment
Rank #292 · 3 unique linked submissions.
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Ziquan WeiHua LiYanfei LiuLecheng Jia
Therapy Physics
To generate physiologically plausible 4D medical image sequences from extremely sparse inputs by integrating external breathing signals, overcoming the limitation of requiring dense supervision in current spatiotemporal interpolation methods.
Lecheng Jia
Therapy Physics
To evaluate a deep-learning based real-time automated radiotherapy planning pipeline for nasopharyngeal carcinoma (NPC) in both retrospective multi-center study and prospective clinical deployment.
Hua LiLecheng JiaYanfei Liu
Therapy Physics