Gateno Lab Publications


Improving image segmentation with contextual and structural similarity
Chen, X, Liu, Q, Deng, HH, Kuang, T, Lin, HHY, Xiao, D, Gateno, J, Xia, JJ & Yap, PT 2024, , Pattern Recognition, vol. 152, 110489. https://doi.org/10.1016/j.patcog.2024.110489

Correspondence attention for facial appearance simulation
Fang, X, Kim, D, Xu, X, Kuang, T, Lampen, N, Lee, J, Deng, H, Liebschner, MAK, Xia, JJ, Gateno, J & Yan, P 2024, , Medical Image Analysis, vol. 93, 103094, pp. 103094. https://doi.org/10.1016/j.media.2024.103094

Machine Learning Effectively Diagnoses Mandibular Deformity Using Three-Dimensional Landmarks
Xu, X, Deng, HH, Kuang, T, Kim, D, Yan, P & Gateno, J 2024, , Journal of Oral and Maxillofacial Surgery, vol. 82, no. 2, pp. 181-190. https://doi.org/10.1016/j.joms.2023.11.002

Novel patient-specific helical maxillary distractor: an in vitro feasibility study
Gateno, J, Bartlett, S, Kim, D & Xia, J 2024, , International Journal of Oral and Maxillofacial Surgery. https://doi.org/10.1016/j.ijom.2024.03.004

Predicting optimal patient-specific postoperative facial landmarks for patients with craniomaxillofacial deformities
Lee, J, Kim, D, Xu, X, Kuang, T, Gateno, J & Yan, P 2024, , International Journal of Oral and Maxillofacial Surgery. https://doi.org/10.1016/j.ijom.2024.05.004

Helical distraction is superior to linear distraction in maxillary distraction osteogenesis: an in silico study
Gateno, J, Kim, D, Bartlett, S, Gonzalez, C, Xu, J & Xia, JJ 2023, , International Journal of Oral and Maxillofacial Surgery. https://doi.org/10.1016/j.ijom.2023.01.020

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, pp. 102644. https://doi.org/10.1016/j.media.2022.102644

Helical distraction is superior to linear distraction in maxillary distraction osteogenesis: an in silico study
Gateno, J, Kim, D, Bartlett, S, Gonzalez, C, Xu, J & Xia, JJ 2023, , International Journal of Oral and Maxillofacial Surgery, vol. 52, no. 9, pp. 971-980. https://doi.org/10.1016/j.ijom.2023.01.020

Federated Multi-Organ Segmentation With Inconsistent Labels
Xu, X, Deng, HH, Gateno, J & Yan, P 2023, , IEEE Transactions on Medical Imaging, vol. 42, no. 10, pp. 2948-2960. https://doi.org/10.1109/TMI.2023.3270140

Helical distraction is superior to linear and circular distraction in mandibular distraction osteogenesis: an in silico study
Gateno, J, Kim, D, Bartlett, S, Deng, HH, Xu, JS & Xia, JJ 2024, , International Journal of Oral and Maxillofacial Surgery, vol. 53, no. 1, pp. 89-99. https://doi.org/10.1016/j.ijom.2023.04.006

Soft-Tissue Driven Craniomaxillofacial Surgical Planning
Fang, X, Kim, D, Xu, X, Kuang, T, Lampen, N, Lee, J, Deng, HH, Gateno, J, Liebschner, MAK, Xia, JJ & Yan, P 2023, . in H Greenspan, H Greenspan, A Madabhushi, P Mousavi, S Salcudean, J Duncan, T Syeda-Mahmood & R Taylor (eds), Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14228 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 186-195, 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, Vancouver, Canada, 10/8/23. https://doi.org/10.1007/978-3-031-43996-4_18

Spatiotemporal Incremental Mechanics Modeling of Facial Tissue Change
Lampen, N, Kim, D, Xu, X, Fang, X, Lee, J, Kuang, T, Deng, HH, Liebschner, MAK, Xia, JJ, Gateno, J & Yan, P 2023, . in H Greenspan, H Greenspan, A Madabhushi, P Mousavi, S Salcudean, J Duncan, T Syeda-Mahmood & R Taylor (eds), Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14228 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 566-575, 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, Vancouver, Canada, 10/8/23. https://doi.org/10.1007/978-3-031-43996-4_54

Federated Cross Learning for Medical Image Segmentation
Xu, X, Deng, HH, Chen, T, Kuang, T, Barber, JC, Kim, D, Gateno, J, Xia, JJ & Yan, P 2023, , Proceedings of Machine Learning Research, vol. 227, pp. 1441-1452.

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

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

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

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 2023, , IEEE Transactions on Medical Imaging, vol. 42, no. 2, pp. 336-345. https://doi.org/10.1109/TMI.2022.3180078

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-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