Xia lab Publications


An eFTD-VP framework for efficiently generating patient-specific anatomically detailed facial soft tissue FE mesh for craniomaxillofacial surgery simulation
Zhang, X, Kim, D, Shen, S, Yuan, P, Liu, S, Tang, Z, Zhang, G, Zhou, X, Gateno, J, Liebschner, MAK & Xia, JJ 2017, Biomechanics and Modeling in Mechanobiology. DOI: 10.1007/s10237-017-0967-6

A new approach of splint-less orthognathic surgery using a personalized orthognathic surgical guide system: A preliminary study
Li, B, Shen, S, Jiang, W, Li, J, Jiang, T, Xia, JJ, Shen, SG & Wang, X 2017, International Journal of Oral and Maxillofacial Surgery, vol 46, no. 10, pp. 1298-1305. DOI: 10.1016/j.ijom.2017.03.025

A clinically validated prediction method for facial soft-tissue changes following double-jaw surgery
Kim, D, Ho, DCY, Mai, H, Zhang, X, Shen, SGF, Shen, S, Yuan, P, Liu, S, Zhang, G, Zhou, X, Gateno, J, Liebschner, MAK & Xia, JJ 2017, Medical Physics, vol 44, no. 8, pp. 4252-4261. DOI: 10.1002/mp.12391

Application of A Novel Three-dimensional Printing Genioplasty Template System and Its Clinical Validation: A Control Study
Li, B, Wei, H, Zeng, F, Li, J, Xia, JJ & Wang, X 2017, Scientific Reports, vol 7, no. 1, pp. 5431. DOI: 10.1038/s41598-017-05417-7

Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning
Yuan, P, Mai, H, Li, J, Ho, DCY, Lai, Y, Liu, S, Kim, D, Xiong, Z, Alfi, DM, Teichgraeber, JF, Gateno, J & Xia, JJ 2017, International Journal of Computer Assisted Radiology and Surgery, pp. 1-15. DOI: 10.1007/s11548-017-1585-6

New approach to establish an object reference frame for dental arch in computer-aided surgical simulation
Li, J, Yuan, P, Chang, CM, Ho, DCY, Lo, YF, Shen, S, Kim, D, Teichgraeber, JF, Alfi, DM, Gateno, J & Xia, JJ 2017, International Journal of Oral and Maxillofacial Surgery. DOI: 10.1016/j.ijom.2017.04.012

There is variability in our perception of the standard head orientation
Hughes, GN, Gateño, J, English, JD, Teichgraeber, JF & Xia, JJ 2017, International Journal of Oral and Maxillofacial Surgery. DOI: 10.1016/j.ijom.2017.04.023

Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition
Zhang, J, Xia, JJ, Li, J & Zhou, X 2017, IEEE Journal of Biomedical and Health Informatics, vol 21, no. 1, pp. 201-210. DOI: 10.1109/JBHI.2015.2500191

Joint craniomaxillofacial bone segmentation and landmark digitization by context-guided fully convolutional networks
Zhang, J, Liu, M, Wang, L, Chen, S, Yuan, P, Li, J, Shen, SGF, Tang, Z, Chen, KC, Xia, JJ & Shen, D 2017, . in Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Proceedings. vol. 10434 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10434 LNCS, Springer Verlag, pp. 720-728, 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, Quebec City, Canada, 9/11/17. DOI: 10.1007/978-3-319-66185-8_81

Segmentation of craniomaxillofacial bony structures from MRI with a 3D deep-learning based cascade framework
Nie, D, Wang, L, Trullo, R, Li, J, Yuan, P, Xia, J & Shen, D 2017, . in Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. vol. 10541 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10541 LNCS, Springer Verlag, pp. 266-273, 8th International Workshop on Machine Learning in Medical Imaging, MLMI 2017 held in conjunction with the 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec City, Canada, 9/10/17. DOI: 10.1007/978-3-319-67389-9_31

Improved Rubin–Bodner model for the prediction of soft tissue deformations
Zhang, G, Xia, JJ, Liebschner, M, Zhang, X, Kim, D & Zhou, X 2016, Medical Engineering and Physics, vol 38, no. 11, pp. 1369-1375. DOI: 10.1016/j.medengphy.2016.09.008

Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model and Multiscale Statistical Features
Zhang, J, Gao, Y, Wang, L, Tang, Z, Xia, JJ & Shen, D 2016, IEEE Transactions on Biomedical Engineering, vol 63, no. 9, 7336501, pp. 1820-1829. DOI: 10.1109/TBME.2015.2503421

Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression
Pan, B, Zhang, G, Xia, JJ, Yuan, P, Ip, HHS, He, Q, Lee, PKM, Chow, B & Zhou, X 2016, Computers in Biology and Medicine, vol 75, pp. 1-9. DOI: 10.1016/j.compbiomed.2016.04.020

A new design of CAD/CAM surgical template system for two-piece narrowing genioplasty
Li, B, Shen, SG, Yu, H, Li, J, Xia, JJ & Wang, X 2016, International Journal of Oral and Maxillofacial Surgery, vol 45, no. 5, pp. 560-566. DOI: 10.1016/j.ijom.2015.10.013

The primal sagittal plane of the head: A new concept
Gateno, J, Jajoo, A, Nicol, M & Xia, JJ 2016, International Journal of Oral and Maxillofacial Surgery, vol 45, no. 3, pp. 399-405. DOI: 10.1016/j.ijom.2015.11.013

Two-stage simulation method to improve facial soft tissue prediction accuracy for orthognathic surgery
Kim, D, Chang, CM, Ho, DCY, Zhang, X, Shen, S, Yuan, P, Mai, H, Zhang, G, Zhou, X, Gateno, J, Liebschner, MAK & Xia, JJ 2016, . in Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. vol. 9900 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9900 LNCS, Springer Verlag, pp. 559-567, 1st International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2016 held in conjunction with 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, Athens, Greece, 10/21/16. DOI: 10.1007/978-3-319-46720-7_65

Automated segmentation of CBCT image with prior-guided sequential random forest
Wang, L, Gao, Y, Shi, F, Li, G, Chen, KC, Tang, Z, Xia, JJ & Shen, D 2016, . in Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015 and Held in Conjunction with MICCAI 2015, Revised Selected Papers. vol. 9601, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9601, Springer Verlag, pp. 72-82, International Workshop on Medical Image Computing for Computer Assisted Intervention, 2015 MICCAI, Germany, Germany, 10/9/15. DOI: 10.1007/978-3-319-42016-5_7

Fem simulation with realistic sliding effect to improve facial-soft-tissue-change prediction accuracy for orthognathic surgery
Kim, D, Mai, H, Chang, CM, Ho, DCY, Zhang, X, Shen, S, Yuan, P, Zhang, G, Gateno, J, Zhou, X, Liebschner, MAK & Xia, JJ 2016, . in Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Proceedings. vol. 9805, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9805, Springer Verlag, pp. 27-37, 7th International Conference on Medical Imaging and Augmented Reality, MIAR 2016, Bern, Switzerland, 8/24/16. DOI: 10.1007/978-3-319-43775-0_3

A novel computer-aided surgical simulation (CASS) system to streamline orthognathic surgical planning
Yuan, P, Ho, DCY, Chang, CM, Li, J, Mai, H, Kim, D, Shen, S, Zhang, X, Zhou, X, Xiong, Z, Gateno, J & Xia, JJ 2016, . in Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Proceedings. vol. 9805, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9805, Springer Verlag, pp. 3-14, 7th International Conference on Medical Imaging and Augmented Reality, MIAR 2016, Bern, Switzerland, 8/24/16. DOI: 10.1007/978-3-319-43775-0_1

Automated segmentation of dental CBCT image with prior-guided sequential random forests
Wang, L, Gao, Y, Shi, F, Li, G, Chen, K-C, Tang, Z, Xia, JJ & Shen, D 2016, Medical Physics, vol 43, no. 1, pp. 336. DOI: 10.1118/1.4938267