Publications


Bidirectional prediction of facial and bony shapes for orthognathic surgical planning;
Ma, L, Lian, C, Kim, D, Xiao, D, Wei, D, Liu, Q, Kuang, T, Ghanbari, M, Li, G, Gateno, J, Shen, SGF, Wang, L, Shen, D, Xia, JJ & Yap, PT 2023, , Medical Image Analysis, vol. 83, 102644. https://doi.org/10.1016/j.media.2022.102644

Clinical feasibility evaluation of digital dental articulation for three-piece maxillary orthognathic surgery: a proof-of-concept study;
Frick, CJ, Deng, HH, English, JD, Jacob, HB, Kuang, T, Grissom, MK, Kim, D, Gateno, J & Xia, JJ 2022, , International Journal of Oral and Maxillofacial Surgery, vol. 51, no. 8, pp. 1043-1049. https://doi.org/10.1016/j.ijom.2022.02.001

Midsagittal Plane First: Building a Strong Facial Reference Frame for Computer-Aided Surgical Simulation;
Grissom, MK, Gateno, J, English, JD, Jacob, HB, Kuang, T, Gonzalez, CE, Yuan, P, Deng, HH, Frick, CJ, Kim, D, Hassan, A & Xia, JJ 2022, , Journal of Oral and Maxillofacial Surgery, vol. 80, no. 4, pp. 641-650. https://doi.org/10.1016/j.joms.2021.11.016

Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning;
Ma, L, Xiao, D, Kim, D, Lian, C, Kuang, T, Liu, Q, Deng, H, Yang, E, Liebschner, MAK, Gateno, J, Xia, JJ & Yap, PT 2022, , IEEE Transactions on Medical Imaging, pp. 1. https://doi.org/10.1109/TMI.2022.3180078

DentalPointNet: Landmark Localization on High-Resolution 3D Digital Dental Models;
Lang, Y, Chen, X, Deng, HH, Kuang, T, Barber, JC, Gateno, J, Yap, PT & Xia, JJ 2022, . in L Wang, Q Dou, PT Fletcher, S Speidel & S Li (eds), Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13432 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 444-452, 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, Singapore, Singapore, 9/18/22. https://doi.org/10.1007/978-3-031-16434-7_43

Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning;
Lang, Y, Lian, C, Xiao, D, Deng, H, Thung, KH, Yuan, P, Gateno, J, Kuang, T, Alfi, DM, Wang, L, Shen, D, Xia, JJ & Yap, PT 2022, , IEEE Transactions on Medical Imaging, vol. 41, no. 10, pp. 2856-2866. https://doi.org/10.1109/TMI.2022.3174513

Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation;
Chen, X, Kuang, T, Deng, H, Fung, SH, Gateno, J, Xia, JJ & Yap, PT 2022, , IEEE Transactions on Medical Imaging, vol. 41, no. 11, pp. 3445-3453. https://doi.org/10.1109/TMI.2022.3186698

Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning;
Lampen, N, Kim, D, Fang, X, Xu, X, Kuang, T, Deng, HH, Barber, JC, Gateno, J, Xia, J & Yan, P 2022, , International Journal of Computer Assisted Radiology and Surgery, vol. 17, no. 5, pp. 945-952. https://doi.org/10.1007/s11548-022-02596-1

Clinical feasibility of deep learning-based automatic head CBCT image segmentation and landmark detection in computer-aided surgical simulation for orthognathic surgery;
Deng, H, Liu, Q, Chen, A, Kuang, T, Yuan, P, Gateno, J, Kim, D, Barber, JC, Xiong, KG, Yu, P, Gu, KJ, Xu, X, Yan, P, Shen, D & Xia, JJ 2022, , International Journal of Oral and Maxillofacial Surgery. https://doi.org/10.1016/j.ijom.2022.10.010

Deep Learning-Based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement;
Fang, X, Kim, D, Xu, X, Kuang, T, Deng, HH, Barber, JC, Lampen, N, Gateno, J, Liebschner, MAK, Xia, JJ & Yan, P 2022, . in L Wang, Q Dou, PT Fletcher, S Speidel & S Li (eds), Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13437 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 565-574, 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, Singapore, Singapore, 9/18/22. https://doi.org/10.1007/978-3-031-16449-1_54