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Daeseung Kim

Dae-Seung Kim

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2020 – today

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2025
[c19]
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Xuanang Xu, Tianshu Kuang, Anwei Chen, Nathan Lampen, Jungwook Lee, Xi Fang, Daeseung Kim, Hannah H. Deng, Jaime Gateno, Pingkun Yan:
Cephalometric Landmark Detection Using Graph- and Image-Aware Network with Landmark Contrastive Regularization. ISBI 2025: 1-5
[c18]
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Jungwook Lee, Xuanang Xu, Daeseung Kim, Tianshu Kuang, Hannah H. Deng, Xinrui Song, Yasmine Soubra, Rohan Dharia, Michael A. K. Liebschner, Jaime Gateno, Pingkun Yan:
Facial Appearance Prediction with Conditional Multi-scale Autoregressive Modeling for Orthognathic Surgical Planning. MICCAI (10) 2025: 213-223
2024
[j9]
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Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen, Jungwook Lee, Hannah H. Deng, Michael A. K. Liebschner, James J. Xia, Jaime Gateno, Pingkun Yan:
Correspondence attention for facial appearance simulation. Medical Image Anal. 93: 103094 (2024)
[c17]
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Xuanang Xu, Jungwook Lee, Nathan Lampen, Daeseung Kim, Tianshu Kuang, Hannah H. Deng, Michael A. K. Liebschner, Jaime Gateno, Pingkun Yan:
DiRecT: Diagnosis and Reconstruction Transformer for Mandibular Deformity Assessment. MICCAI (3) 2024: 141-151
2023
[j8]
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Lei Ma, Chunfeng Lian, Dae-Seung Kim, Deqiang Xiao, Dongming Wei, Qin Liu, Tianshu Kuang, Maryam Ghanbari, Guoshi Li, Jaime Gateno, Steve Guo-Fang Shen, Li Wang, Dinggang Shen, James J. Xia, Pew-Thian Yap:
Bidirectional prediction of facial and bony shapes for orthognathic surgical planning. Medical Image Anal. 83: 102644 (2023)
[j7]
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Lei Ma, Deqiang Xiao, Daeseung Kim, Chunfeng Lian, Tianshu Kuang, Qin Liu, Hannah H. Deng, Erkun Yang, Michael A. K. Liebschner, Jaime Gateno, James J. Xia, Pew-Thian Yap:
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning. IEEE Trans. Medical Imaging 42(2): 336-345 (2023)
[c16]
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Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen, Jungwook Lee, Hannah H. Deng, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Soft-Tissue Driven Craniomaxillofacial Surgical Planning. MICCAI (9) 2023: 186-195
[c15]
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Nathan Lampen, Daeseung Kim, Xuanang Xu, Xi Fang, Jungwook Lee, Tianshu Kuang, Hannah H. Deng, Michael A. K. Liebschner, James J. Xia, Jaime Gateno, Pingkun Yan:
Spatiotemporal Incremental Mechanics Modeling of Facial Tissue Change. MICCAI (9) 2023: 566-575
[c14]
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Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan:
Federated Cross Learning for Medical Image Segmentation. MIDL 2023: 1441-1452
[i4]
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  - journals/corr/abs-2307-10954
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Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen, Jungwook Lee, Hannah H. Deng, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Soft-tissue Driven Craniomaxillofacial Surgical Planning. CoRR abs/2307.10954 (2023)
2022
[j6]
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Nathan Lampen, Daeseung Kim, Xi Fang, Xuanang Xu, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Jaime Gateno, James J. Xia, Pingkun Yan:
Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning. Int. J. Comput. Assist. Radiol. Surg. 17(5): 945-952 (2022)
[c13]
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Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Nathan Lampen, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Deep Learning-Based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement. MICCAI (8) 2022: 565-574
[i3]
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  - journals/corr/abs-2204-02450
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Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia:
Federated Cross Learning for Medical Image Segmentation. CoRR abs/2204.02450 (2022)
[i2]
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  - journals/corr/abs-2210-01685
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Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Nathan Lampen, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement. CoRR abs/2210.01685 (2022)
2021
[j5]
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Daeseung Kim, Tianshu Kuang, Yriu L. Rodrigues, Jaime Gateno, Steve Guo-Fang Shen, Xudong Wang, Kirhyn Stein, Hannah H. Deng, Michael A. K. Liebschner, James J. Xia:
A novel incremental simulation of facial changes following orthognathic surgery using FEM with realistic lip sliding effect. Medical Image Anal. 72: 102095 (2021)
[j4]
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Deqiang Xiao, Chunfeng Lian, Han Deng, Tianshu Kuang, Qin Liu, Lei Ma, Daeseung Kim, Yankun Lang, Xu Chen, Jaime Gateno, Steve Guo-Fang Shen, James J. Xia, Pew-Thian Yap:
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning. IEEE J. Biomed. Health Informatics 25(8): 2958-2966 (2021)
[c12]
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Lei Ma, Daeseung Kim, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang, Qin Liu, Yankun Lang, Hannah H. Deng, Jaime Gateno, Ye Wu, Erkun Yang, Michael A. K. Liebschner, James J. Xia, Pew-Thian Yap:
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. MICCAI (4) 2021: 459-468
[c11]
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Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia:
A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. MICCAI (4) 2021: 469-477
[i1]
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  - journals/corr/abs-2109-05191
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Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia:
A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. CoRR abs/2109.05191 (2021)
2020
[j3]
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Han Deng, Peng Yuan, Sonny Wong, Jaime Gateno, Fred A. Garrett, Randy K. Ellis, Jeryl D. English, Helder B. Jacob, Daeseung Kim, Joshua C. Barber, William Chen, James J. Xia:
An automatic approach to establish clinically desired final dental occlusion for one-piece maxillary orthognathic surgery. Int. J. Comput. Assist. Radiol. Surg. 15(11): 1763-1773 (2020)

2010 – 2019

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2019
[c10]
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Deqiang Xiao, Li Wang, Hannah H. Deng, Kim-Han Thung, Jihua Zhu, Peng Yuan, Yriu L. Rodrigues, Leonel Perez Jr., Christopher E. Crecelius, Jaime Gateno, Tiansku Kuang, Steve Guo-Fang Shen, Daeseung Kim, David M. Alfi, Pew-Thian Yap, James J. Xia, Dinggang Shen:
Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects. MICCAI (5) 2019: 327-335
[c9]
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Daeseung Kim, Tianshu Kuang, Yriu L. Rodrigues, Jaime Gateno, Steve Guo-Fang Shen, Xudong Wang, Han Deng, Peng Yuan, David M. Alfi, Michael A. K. Liebschner, James J. Xia:
A New Approach of Predicting Facial Changes Following Orthognathic Surgery Using Realistic Lip Sliding Effect. MICCAI (5) 2019: 336-344
[c8]
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Han Deng, Peng Yuan, Sonny Wong, Jaime Gateno, Fred A. Garrett, Randy K. Ellis, Jeryl D. English, Helder B. Jacob, Daeseung Kim, James J. Xia:
An Automatic Approach to Reestablish Final Dental Occlusion for 1-Piece Maxillary Orthognathic Surgery. MICCAI (5) 2019: 345-353
2017
[j2]
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Peng Yuan, Huaming Mai, Jianfu Li, Dennis Chun-Yu Ho, Yingying Lai, Siting Liu, Daeseung Kim, Zixiang Xiong, David M. Alfi, John Teichgraeber, Jaime Gateno, James J. Xia:
Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning. Int. J. Comput. Assist. Radiol. Surg. 12(12): 2129-2143 (2017)
2016
[c7]
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Peng Yuan, Dennis Chun-Yu Ho, Chien-Ming Chang, Jianfu Li, Huaming Mai, Daeseung Kim, Shunyao Shen, Xiaoyan Zhang, Xiaobo Zhou, Zixiang Xiong, Jaime Gateno, James J. Xia:
A Novel Computer-Aided Surgical Simulation (CASS) System to Streamline Orthognathic Surgical Planning. MIAR 2016: 3-14
[c6]
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Daeseung Kim, Huaming Mai, Chien-Ming Chang, Dennis Chun-Yu Ho, Xiaoyan Zhang, Shunyao Shen, Peng Yuan, Guangming Zhang, Jaime Gateno, Xiaobo Zhou, Michael A. K. Liebschner, James J. Xia:
FEM Simulation with Realistic Sliding Effect to Improve Facial-Soft-Tissue-Change Prediction Accuracy for Orthognathic Surgery. MIAR 2016: 27-37
[c5]
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Daeseung Kim, Chien-Ming Chang, Dennis Chun-Yu Ho, Xiaoyan Zhang, Shunyao Shen, Peng Yuan, Huaming Mai, Guangming Zhang, Xiaobo Zhou, Jaime Gateno, Michael A. K. Liebschner, James J. Xia:
Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery. MICCAI (1) 2016: 559-567
2014
[c4]
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  - conf/embc/LeeKKWY14
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Woo-Jin Lee, Dae-Seung Kim, Se-Ryong Kang, Sang-Yoon Woo, Won-Jin Yi:
Material classification of multi-energy CT images using multiple discriminant analysis. EMBC 2014: 1103-1106
[c3]
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Se-Ryong Kang, Woo-Jin Lee, Sang-Yoon Woo, Dae-Seung Kim, Won-Jin Yi:
Radiation dose reduction in CBCT imaging using K-edge filtering and energy weighting. EMBC 2014: 5137-5140
2013
[j1]
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Dae-Seung Kim, Soon-Chul Choi, Sam-Sun Lee, Min-Suk Heo, Kyung-Hoe Huh, Soon-Jung Hwang, Seong-Ha Kim, Won-Jin Yi:
Principal direction of inertia for 3D trajectories from patient-specific TMJ movement. Comput. Biol. Medicine 43(3): 169-175 (2013)
2012
[c2]
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Woo-Jin Lee, Dae-Seung Kim, Sung-Won Kang, Won-Jin Yi:
Material depth reconstruction method of multi-energy X-ray images using neural network. EMBC 2012: 1514-1517
2011
[c1]
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Dae-Seung Kim, Woo-Jin Lee, Soon-Chul Choi, Sam-Sun Lee, Min-Suk Heo, Kyung-Hoe Heo, Won-Jin Yi:
Development of a dental implant mobility measurement system using an inductive sensor. EMBC 2011: 361-364

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