James J. Xia

67 papers A 2B 1C 1Journal 30Unranked 33
YearRankTypeTitle / Venue / Authors
2024 J jnl
Correspondence attention for facial appearance simulation.
Medical Image Anal.
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
2024 J jnl
Improving image segmentation with contextual and structural similarity.
Pattern Recognit.
Xiaoyang Chen, Qin Liu, Hannah H. Deng, Tianshu Kuang, Hung-Ying Lin, Deqiang Xiao, Jaime Gateno, James J. Xia, Pew-Thian Yap
2023 J jnl
Bidirectional prediction of facial and bony shapes for orthognathic surgical planning.
Medical Image Anal.
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
2023 — conf
Federated Cross Learning for Medical Image Segmentation.
MIDL
Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan
2023 J jnl
Shape description losses for medical image segmentation.
Mach. Vis. Appl.
Xi Fang, Xuanang Xu, James J. Xia, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood, Pingkun Yan
2023 J jnl
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning.
IEEE Trans. Medical Imaging
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
2023 — conf
Soft-Tissue Driven Craniomaxillofacial Surgical Planning.
MICCAI (9)
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
2023 J jnl
Soft-tissue Driven Craniomaxillofacial Surgical Planning.
CoRR
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
2023 — conf
Spatiotemporal Incremental Mechanics Modeling of Facial Tissue Change.
MICCAI (9)
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
2022 — conf
Deep Learning-Based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement.
MICCAI (8)
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
2022 J jnl
Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement.
CoRR
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
2022 J jnl
Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning.
Int. J. Comput. Assist. Radiol. Surg.
Nathan Lampen, Daeseung Kim, Xi Fang, Xuanang Xu, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Jaime Gateno, James J. Xia, Pingkun Yan
2022 — conf
DentalPointNet: Landmark Localization on High-Resolution 3D Digital Dental Models.
MICCAI (2)
Yankun Lang, Xiaoyang Chen, Hannah H. Deng, Tianshu Kuang, Joshua C. Barber, Jaime Gateno, Pew-Thian Yap, James J. Xia
2022 J jnl
Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation.
IEEE Trans. Medical Imaging
Xu Chen, Tianshu Kuang, Hannah H. Deng, Steve H. Fung, Jaime Gateno, James J. Xia, Pew-Thian Yap
2022 J jnl
Federated Cross Learning for Medical Image Segmentation.
CoRR
Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia
2022 J jnl
Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning.
IEEE Trans. Medical Imaging
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
2021 J jnl
A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning.
CoRR
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
2021 — conf
A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning.
MICCAI (4)
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
2021 J jnl
A novel incremental simulation of facial changes following orthognathic surgery using FEM with realistic lip sliding effect.
Medical Image Anal.
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
2021 J jnl
Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation.
IEEE Trans. Medical Imaging
Xu Chen, Chunfeng Lian, Li Wang, Hannah H. Deng, Tianshu Kuang, Steve H. Fung, Jaime Gateno, Pew-Thian Yap, James J. Xia, Dinggang Shen
2021 — conf
DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models.
MICCAI (4)
Yankun Lang, Hannah H. Deng, Deqiang Xiao, Chunfeng Lian, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
2021 — conf
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning.
MICCAI (4)
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
2021 J jnl
Diverse data augmentation for learning image segmentation with cross-modality annotations.
Medical Image Anal.
Xu Chen, Chunfeng Lian, Li Wang, Hannah H. Deng, Tianshu Kuang, Steve H. Fung, Jaime Gateno, Dinggang Shen, James J. Xia, Pew-Thian Yap
2021 J jnl
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning.
IEEE J. Biomed. Health Informatics
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
2021 J jnl
Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects.
IEEE Trans. Biomed. Eng.
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
2021 J jnl
Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN.
IEEE Trans. Medical Imaging
Xiaoyang Chen, Chunfeng Lian, Hannah H. Deng, Tianshu Kuang, Hung-Ying Lin, Deqiang Xiao, Jaime Gateno, Dinggang Shen, James J. Xia, Pew-Thian Yap
2021 — conf
Skull Segmentation from CBCT Images via Voxel-Based Rendering.
MLMI@MICCAI
Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia
2021 — conf
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection.
MLMI@MICCAI
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
2021 J jnl
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection.
CoRR
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
2020 J jnl
An automatic approach to establish clinically desired final dental occlusion for one-piece maxillary orthognathic surgery.
Int. J. Comput. Assist. Radiol. Surg.
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
2020 — conf
Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network.
MICCAI (4)
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
2020 J jnl
Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization.
Medical Image Anal.
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
2020 — conf
Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT.
MICCAI (4)
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
2020 J jnl
One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures.
IEEE Trans. Medical Imaging
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
2019 — conf
A New Approach of Predicting Facial Changes Following Orthognathic Surgery Using Realistic Lip Sliding Effect.
MICCAI (5)
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
2019 — conf
An Automatic Approach to Reestablish Final Dental Occlusion for 1-Piece Maxillary Orthognathic Surgery.
MICCAI (5)
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
2019 — conf
Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN.
GLMI@MICCAI
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
2019 — conf
Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects.
MICCAI (5)
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
2018 J jnl
Calculating the Midsagittal Plane for Symmetrical Bilateral Shapes: Applications to Clinical Facial Surgical Planning.
CoRR
Aarti Jajoo, Matthew Nicol, Jaime Gateno, Ken-Chung Chen, Zhen Tang, Tasadduk Chowdhury, Jianfu Li, Steve Guo-Fang Shen, James J. Xia
2018 — conf
Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning.
MICCAI (4)
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
2017 J jnl
Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning.
Int. J. Comput. Assist. Radiol. Surg.
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
2017 — conf
Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks.
MICCAI (2)
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
2017 J jnl
Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition.
IEEE J. Biomed. Health Informatics
Jian Zhang, James J. Xia, Jianfu Li, Xiaobo Zhou
2017 — conf
Segmentation of Craniomaxillofacial Bony Structures from MRI with a 3D Deep-Learning Based Cascade Framework.
MLMI@MICCAI
Dong Nie, Li Wang, Roger Trullo, Jianfu Li, Peng Yuan, James J. Xia, Dinggang Shen
2016 — conf
A Novel Computer-Aided Surgical Simulation (CASS) System to Streamline Orthognathic Surgical Planning.
MIAR
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
2016 J jnl
Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model and Multiscale Statistical Features.
IEEE Trans. Biomed. Eng.
Jun Zhang, Yaozong Gao, Li Wang, Zhen Tang, James J. Xia, Dinggang Shen
2016 — conf
FEM Simulation with Realistic Sliding Effect to Improve Facial-Soft-Tissue-Change Prediction Accuracy for Orthognathic Surgery.
MIAR
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
2016 J jnl
Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression.
Comput. Biol. Medicine
Binbin Pan, Guangming Zhang, James J. Xia, Peng Yuan, Horace H. S. Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou
2016 — conf
Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery.
MICCAI (1)
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
2015 — conf
Automated Segmentation of CBCT Image with Prior-Guided Sequential Random Forest.
MCV@MICCAI
Li Wang, Yaozong Gao, Feng Shi, Gang Li, Ken-Chung Chen, Zhen Tang, James J. Xia, Dinggang Shen
2015 — conf
Automated Three-Piece Digital Dental Articulation.
MICCAI (1)
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
2015 — conf
Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model.
MICCAI (3)
Jun Zhang, Yaozong Gao, Li Wang, Zhen Tang, James J. Xia, Dinggang Shen
2015 — conf
Craniomaxillofacial Deformity Correction via Sparse Representation in Coherent Space.
MLMI
Zuoyong Li, Le An, Jun Zhang, Li Wang, James J. Xia, Dinggang Shen
2015 B conf
Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery.
ICIP
Guangming Zhang, James J. Xia, Xiaoyan Zhang, Xiaobo Zhou
2014 — conf
Estimating Anatomically-Correct Reference Model for Craniomaxillofacial Deformity via Sparse Representation.
MICCAI (2)
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
2013 — conf
Automated Segmentation of CBCT Image Using Spiral CT Atlases and Convex Optimization.
MICCAI (3)
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
2012 — conf
A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation.
CIBB
Yu-Bing Chang, Peng Yuan, Tai-Hong Kuo, Zixiang Xiong, Jaime Gateno, James J. Xia, Xiaobo Zhou
2012 — conf
Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations.
MICCAI (1)
Binbin Pan, James J. Xia, Peng Yuan, Jaime Gateno, Horace Ho-Shing Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou
2010 J jnl
An Automatic and Robust Algorithm of Reestablishment of Digital Dental Occlusion.
IEEE Trans. Medical Imaging
Yu-Bing Chang, James J. Xia, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou, Stephen T. C. Wong
2010 — conf
Automated Digital Dental Articulation.
MICCAI (3)
James J. Xia, Yu-Bing Chang, Jaime Gateno, Zixiang Xiong, Xiaobo Zhou
2009 — conf
An Interactive Geometric Technique for Upper and Lower Teeth Segmentation.
MICCAI (1)
Binh Huy Le, Zhigang Deng, James J. Xia, Yu-Bing Chang, Xiaobo Zhou
2009 J jnl
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
Qizhen He, Jun Feng, Horace Ho-Shing Ip, James J. Xia, Xianbin Cao
2008 — conf
An Integration of Statistical Deformable Model and Finite Element Method for Bone-Related Soft Tissue Prediction in Orthognathic Surgery Planning.
MIAR
Qizhen He, Jun Feng, Horace Ho-Shing Ip, James J. Xia, Xianbin Cao
2001 A conf
Methodology of Precise Skull Model Creation.
MICCAI
James J. Xia, Jaime Gateno, John Teichgraeber, Andrew Rosen
2001 J jnl
Three-dimensional virtual-reality surgical planning and soft-tissue prediction for orthognathic surgery.
IEEE Trans. Inf. Technol. Biomed.
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
2000 A conf
PC-based Virtual Reality Surgical Simulation for Orthognathic Surgery.
MICCAI
James J. Xia, Nabil Samman, Chee Kai Chua, Richie W. K. Yeung, Dongfeng Wang, Steve G. Shen, Horace Ho-Shing Ip, Henk Tideman
2000 C conf
Simulated Patient for Orthognathic Surgery.
Computer Graphics International
Horace Ho-Shing Ip, Christy S. B. Kot, James J. Xia