Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning.
Deqiang XiaoChunfeng LianHan DengTianshu KuangQin LiuLei MaDaeseung KimYankun LangXu ChenJaime GatenoSteve Guo-Fang ShenJames J. XiaPew-Thian YapPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- shape model
- deep learning
- surgical planning
- intraoperative
- image guided
- unsupervised learning
- machine learning
- energy function
- shape prior
- computational fluid dynamics
- mental models
- anatomical structures
- imaging modalities
- weakly supervised
- rigid body
- shape variations
- statistical shape model
- object recognition
- surgical procedures
- pattern recognition
- computer vision