Craniofacial Volumetric Image Estimation From a Lateral Cephalogram Using Cross-Dimensional Discrete Embedding Mapping

The lateral cephalogram (LC)-based volumetric image estimation is feasible to relieve the hazardous radiation exposure and study patient-specific 3D morphology of craniofacial structures in clinical orthodontics. The deep learning-based approach has potential in volumetric reconstruction of computed...

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Veröffentlicht in:	IEEE transactions on computational imaging 2022, Vol.8, p.972-985
Hauptverfasser:	Jiang, Yikun, Pei, Yuru, Li, Peixin, Zhang, Yungeng, Guo, Yuke, Fan, Yi, Chen, Gui, Dai, Fanfan, Xu, Tianmin, Yuan, Xiaoru, Zha, Hongbin
Format:	Artikel
Sprache:	eng
Schlagworte:	Computed tomography Craniofacial volumetric image estimation cross-dimensional discrete embedding mapping Deep learning Embedding Estimation Image reconstruction Imaging Inference lateral cephalogram Mapping Medical imaging Orthodontics Radiation effects Redundancy Solid modeling Three-dimensional displays Vector quantization X-rays
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