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Daeseung Kim, PhD

Instructor, Research Institute
Instructor, Academic Institute
Houston Methodist


Publications

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

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

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

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

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

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

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.

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

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 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

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

Clinical feasibility of deep learning-based automatic head CBCT image segmentation and landmark detection in computer-aided surgical simulation for orthognathic surgery
Deng, HH, 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 2023, , International Journal of Oral and Maxillofacial Surgery, vol. 52, no. 7, pp. 793-800. https://doi.org/10.1016/j.ijom.2022.10.010

A novel incremental simulation of facial changes following orthognathic surgery using FEM with realistic lip sliding effect
Kim, D, Kuang, T, Rodrigues, YL, Gateno, J, Shen, SGF, Wang, X, Stein, K, Deng, HH, Liebschner, MAK & Xia, JJ 2021, , Medical Image Analysis, vol. 72, 102095, pp. 102095. https://doi.org/10.1016/j.media.2021.102095

Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning
Xiao, D, Lian, C, Deng, H, Kuang, T, Liu, Q, Ma, L, Kim, D, Lang, Y, Chen, X, Gateno, J, Shen, SG, Xia, JJ & Yap, PT 2021, , IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 8, 9336225, pp. 2958-2966. https://doi.org/10.1109/JBHI.2021.3054494

Relationship between the soft tissue and the skeletal framework
Gateno, J, Xia, J & Kim, D 2021, . in Aesthetic Surgery of the Facial Skeleton. Elsevier, pp. 71-76. https://doi.org/10.1016/B978-0-323-48410-7.00018-6