Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning.

Nathan LampenDaeseung KimXi FangXuanang XuTianshu KuangHannah H DengJoshua C BarberJamie GatenoJames XiaPingkun Yan

Published in: International journal of computer assisted radiology and surgery (2022)

Our deep learning method can approximate FEM for facial change prediction in orthognathic surgical planning by accepting geometrically detailed meshes and explicit boundary types while significantly reducing simulation time.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
soft tissue
machine learning
finite element analysis
finite element