James J. Xia

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 54

Top Topics

Surgical Planning

Facial Appearance

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

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 (2024)
Xiaoyang Chen, Qin Liu, Hannah H. Deng, Tianshu Kuang, Hung-Ying Lin, Deqiang Xiao, Jaime Gateno, James J. Xia, Pew-Thian Yap
Improving image segmentation with contextual and structural similarity. Pattern Recognit. 152 (2024)
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 (2023)
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)
Xi Fang, Xuanang Xu, James J. Xia, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood, Pingkun Yan
Shape description losses for medical image segmentation. Mach. Vis. Appl. 34 (4) (2023)
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 (2023)
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) (2023)
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)
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)
Xu Chen, Tianshu Kuang, Hannah H. Deng, Steve H. Fung, Jaime Gateno, James J. Xia, Pew-Thian Yap
Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (11) (2022)
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) (2022)
Yankun Lang, Xiaoyang Chen, Hannah H. Deng, Tianshu Kuang, Joshua C. Barber, Jaime Gateno, Pew-Thian Yap, James J. Xia
DentalPointNet: Landmark Localization on High-Resolution 3D Digital Dental Models. MICCAI (2) (2022)
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)
Yankun Lang, Chunfeng Lian, Deqiang Xiao, Han Deng, Kim-Han Thung, Peng Yuan, Jaime Gateno, Tianshu Kuang, David M. Alfi, Li Wang, Dinggang Shen, James J. Xia, Pew-Thian Yap
Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. IEEE Trans. Medical Imaging 41 (10) (2022)
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 (2022)
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 (2022)
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)
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. CoRR (2021)
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 (2021)
Xu Chen, Chunfeng Lian, Li Wang, Hannah H. Deng, Tianshu Kuang, Steve H. Fung, Jaime Gateno, Pew-Thian Yap, James J. Xia, Dinggang Shen
Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging 40 (1) (2021)
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)
Deqiang Xiao, Chunfeng Lian, Li Wang, Hannah H. Deng, Hung-Ying Lin, Kim-Han Thung, Jihua Zhu, Peng Yuan, Leonel Perez Jr., Jaime Gateno, Steve Guo-Fang Shen, Pew-Thian Yap, James J. Xia, Dinggang Shen
Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects. IEEE Trans. Biomed. Eng. 68 (2) (2021)
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) (2021)
Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia
Skull Segmentation from CBCT Images via Voxel-Based Rendering. MLMI@MICCAI (2021)
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. MLMI@MICCAI (2021)
Xiaoyang Chen, Chunfeng Lian, Hannah H. Deng, Tianshu Kuang, Hung-Ying Lin, Deqiang Xiao, Jaime Gateno, Dinggang Shen, James J. Xia, Pew-Thian Yap
Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN. IEEE Trans. Medical Imaging 40 (12) (2021)
Xu Chen, Chunfeng Lian, Li Wang, Hannah H. Deng, Tianshu Kuang, Steve H. Fung, Jaime Gateno, Dinggang Shen, James J. Xia, Pew-Thian Yap
Diverse data augmentation for learning image segmentation with cross-modality annotations. Medical Image Anal. 71 (2021)
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 (2021)
Yankun Lang, Hannah H. Deng, Deqiang Xiao, Chunfeng Lian, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models. MICCAI (4) (2021)
Xu Chen, James J. Xia, Dinggang Shen, Chunfeng Lian, Li Wang, Hannah H. Deng, Steve H. Fung, Dong Nie, Kim-Han Thung, Pew-Thian Yap, Jaime Gateno
One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures. IEEE Trans. Medical Imaging 39 (3) (2020)
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) (2020)
Jun Zhang, Mingxia Liu, Li Wang, Si Chen, Peng Yuan, Jianfu Li, Steve Guo-Fang Shen, Zhen Tang, Ken-Chung Chen, James J. Xia, Dinggang Shen
Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization. Medical Image Anal. 60 (2020)
Yankun Lang, Chunfeng Lian, Deqiang Xiao, Hannah H. Deng, Peng Yuan, Jaime Gateno, Steve Guo-Fang Shen, David M. Alfi, Pew-Thian Yap, James J. Xia, Dinggang Shen
Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network. MICCAI (4) (2020)
Chunfeng Lian, Fan Wang, Hannah H. Deng, Li Wang, Deqiang Xiao, Tianshu Kuang, Hung-Ying Lin, Jaime Gateno, Steve Guo-Fang Shen, Pew-Thian Yap, James J. Xia, Dinggang Shen
Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT. MICCAI (4) (2020)
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)
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)
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)
Yankun Lang, Li Wang, Pew-Thian Yap, Chunfeng Lian, Hannah H. Deng, Kim-Han Thung, Deqiang Xiao, Peng Yuan, Steve Guo-Fang Shen, Jaime Gateno, Tianshu Kuang, David M. Alfi, James J. Xia, Dinggang Shen
Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN. GLMI@MICCAI (2019)
Aarti Jajoo, Matthew Nicol, Jaime Gateno, Ken-Chung Chen, Zhen Tang, Tasadduk Chowdhury, Jianfu Li, Steve Guo-Fang Shen, James J. Xia
Calculating the Midsagittal Plane for Symmetrical Bilateral Shapes: Applications to Clinical Facial Surgical Planning. CoRR (2018)
Miaoyun Zhao, Li Wang, Jiawei Chen, Dong Nie, Yulai Cong, Sahar Ahmad, Angela Ho, Peng Yuan, Steve H. Fung, Hannah H. Deng, James J. Xia, Dinggang Shen
Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning. MICCAI (4) (2018)
Jian Zhang, James J. Xia, Jianfu Li, Xiaobo Zhou
Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition. IEEE J. Biomed. Health Informatics 21 (1) (2017)
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) (2017)
Jun Zhang, Mingxia Liu, Li Wang, Si Chen, Peng Yuan, Jianfu Li, Steve Guo-Fang Shen, Zhen Tang, Ken-Chung Chen, James J. Xia, Dinggang Shen
Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks. MICCAI (2) (2017)
Dong Nie, Li Wang, Roger Trullo, Jianfu Li, Peng Yuan, James J. Xia, Dinggang Shen
Segmentation of Craniomaxillofacial Bony Structures from MRI with a 3D Deep-Learning Based Cascade Framework. MLMI@MICCAI (2017)
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)
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)
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)
Binbin Pan, Guangming Zhang, James J. Xia, Peng Yuan, Horace H. S. Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou
Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression. Comput. Biol. Medicine 75 (2016)
Jun Zhang, Yaozong Gao, Li Wang, Zhen Tang, James J. Xia, Dinggang Shen
Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model and Multiscale Statistical Features. IEEE Trans. Biomed. Eng. 63 (9) (2016)
Li Wang, Yaozong Gao, Feng Shi, Gang Li, Ken-Chung Chen, Zhen Tang, James J. Xia, Dinggang Shen
Automated Segmentation of CBCT Image with Prior-Guided Sequential Random Forest. MCV@MICCAI (2015)
Guangming Zhang, James J. Xia, Xiaoyan Zhang, Xiaobo Zhou
Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery. ICIP (2015)
Zuoyong Li, Le An, Jun Zhang, Li Wang, James J. Xia, Dinggang Shen
Craniomaxillofacial Deformity Correction via Sparse Representation in Coherent Space. MLMI (2015)
Jun Zhang, Yaozong Gao, Li Wang, Zhen Tang, James J. Xia, Dinggang Shen
Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model. MICCAI (3) (2015)
Jianfu Li, Flavio Ferraz, Shunyao Shen, Yi-Fang Lo, Xiaoyan Zhang, Peng Yuan, Zhen Tang, Ken-Chung Chen, Jaime Gateno, Xiaobo Zhou, James J. Xia
Automated Three-Piece Digital Dental Articulation. MICCAI (1) (2015)
Yi Ren, Li Wang, Yaozong Gao, Zhen Tang, Ken-Chung Chen, Jianfu Li, Steve Guo-Fang Shen, Jin Yan, Philip K. M. Lee, Ben Chow, James J. Xia, Dinggang Shen
Estimating Anatomically-Correct Reference Model for Craniomaxillofacial Deformity via Sparse Representation. MICCAI (2) (2014)
Li Wang, Ken-Chung Chen, Feng Shi, Shu Liao, Gang Li, Yaozong Gao, Steve G. Shen, Jin Yan, Philip K. M. Lee, Ben Chow, Nancy X. Liu, James J. Xia, Dinggang Shen
Automated Segmentation of CBCT Image Using Spiral CT Atlases and Convex Optimization. MICCAI (3) (2013)
Binbin Pan, James J. Xia, Peng Yuan, Jaime Gateno, Horace Ho-Shing Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou
Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations. MICCAI (1) (2012)
Yu-Bing Chang, Peng Yuan, Tai-Hong Kuo, Zixiang Xiong, Jaime Gateno, James J. Xia, Xiaobo Zhou
A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation. CIBB (2012)
James J. Xia, Yu-Bing Chang, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou
Automated Digital Dental Articulation. MICCAI (3) (2010)
Yu-Bing Chang, James J. Xia, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou, Stephen T. C. Wong
An Automatic and Robust Algorithm of Reestablishment of Digital Dental Occlusion. IEEE Trans. Medical Imaging 29 (9) (2010)
Qizhen He, Jun Feng, Horace Ho-Shing Ip, James J. Xia, Xianbin Cao
Br-SDM: a fast and accurate method for bone-related soft tissue prediction in orthognathic surgery planning based on the integration of SDM and FEM. Int. J. Funct. Informatics Pers. Medicine 2 (2) (2009)
Binh Huy Le, Zhigang Deng, James J. Xia, Yu-Bing Chang, Xiaobo Zhou
An Interactive Geometric Technique for Upper and Lower Teeth Segmentation. MICCAI (1) (2009)
Qizhen He, Jun Feng, Horace Ho-Shing Ip, James J. Xia, Xianbin Cao
An Integration of Statistical Deformable Model and Finite Element Method for Bone-Related Soft Tissue Prediction in Orthognathic Surgery Planning. MIAR (2008)
James J. Xia, Jaime Gateno, John Teichgraeber, Andrew Rosen
Methodology of Precise Skull Model Creation. MICCAI (2001)
James J. Xia, Horace Ho-Shing Ip, Nabil Samman, Helena T. F. Wong, Jaime Gateno, Dongfeng Wang, Richie W. K. Yeung, Christy S. B. Kot, Henk Tideman
Three-dimensional virtual-reality surgical planning and soft-tissue prediction for orthognathic surgery. IEEE Trans. Inf. Technol. Biomed. 5 (2) (2001)
James J. Xia, Nabil Samman, Chee Kai Chua, Richie W. K. Yeung, Dongfeng Wang, Steve G. Shen, Horace Ho-Shing Ip, Henk Tideman
PC-based Virtual Reality Surgical Simulation for Orthognathic Surgery. MICCAI (2000)
Horace Ho-Shing Ip, Christy S. B. Kot, James J. Xia
Simulated Patient for Orthognathic Surgery. Computer Graphics International (2000)