Xia lab Publications


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:

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:

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:

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:

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:

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:

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, 24-26 August. DOI:

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, 24-26 August. DOI:

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, 9-9 October. DOI:

Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery
Zhang, G, Xia, JJ, Zhang, X & Zhou, X 2015, . in Proceedings - International Conference on Image Processing, ICIP. vol. 2015-December, 7351312, IEEE Computer Society, pp. 2796-2800, IEEE International Conference on Image Processing, ICIP 2015, Quebec City, Canada, 27-30 September. DOI:

A Modified Method of Proximal Segment Alignment After Sagittal Split Ramus Osteotomy for Patients With Mandibular Asymmetry
Liu, Z, Shen, S, Xia, JJ & Wang, X 2015, Journal of Oral and Maxillofacial Surgery, vol 73, no. 12, pp. 2399-407. DOI:

A Geometric Classification of Jaw Deformities
Gateno, J , Alfi, D , Xia, JJ & Teichgraeber, JF 2015, Journal of Oral and Maxillofacial Surgery, vol 73, no. 12 Suppl, pp. S26-31. DOI:

Algorithm for planning a double-jaw orthognathic surgery using a computer-aided surgical simulation (CASS) protocol. Part 2: Three-dimensional cephalometry
Xia, JJ , Gateno, J, Teichgraeber, JF, Yuan, P, Li, J, Chen, K-C, Jajoo, A, Nicol, M & Alfi, DM 2015, International Journal of Oral and Maxillofacial Surgery, vol 44, no. 12, pp. 1441-1450. DOI:

Algorithm for planning a double-jaw orthognathic surgery using a computer-aided surgical simulation (CASS) protocol. Part 1: Planning sequence
Xia, JJ , Gateno, J, Teichgraeber, JF, Yuan, P, Chen, KC, Li, J, Zhang, X, Tang, Z & Alfi, DM 2015, International Journal of Oral and Maxillofacial Surgery, vol 44, no. 12, pp. 1431-1440. DOI:

Reconstruction-based Digital Dental Occlusion of the Partially Edentulous Dentition
Zhang, J, Xia, J, Li, J & Zhou, X 2015, IEEE Journal of Biomedical and Health Informatics. DOI:

Estimating patient-specific and anatomically correct reference model for craniomaxillofacial deformity via sparse representation
Wang, L, Ren, Y, Gao, Y, Tang, Z, Chen, KC, Li, J, Shen, SGF, Yan, J, Lee, PKM, Chow, B, Xia, JJ & Shen, D 2015, Medical Physics, vol 42, no. 10, pp. 5809-5816. DOI:

Automated three-piece digital dental articulation
Li, J, Ferraz, F, Shen, S, Lo, YF, Zhang, X, Yuan, P, Tang, Z, Chen, KC, Gateno, J, Zhou, X & Xia, JJ 2015, . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9349, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9349, Springer Verlag, pp. 488-496. DOI:

Craniomaxillofacial deformity correction via sparse representation in coherent space
Li, Z, An, L, Zhang, J, Wang, L, Xia, JJ & Shen, D 2015, . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9352, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9352, Springer Verlag, pp. 69-76, 6th International Workshop on Machine Learning in Medical Imaging, MLMI 2015 and Held in Conjunction with 18th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2015, Munich, Germany, 5-5 October. DOI:

Automatic craniomaxillofacial landmark digitization via segmentation-guided partially-joint regression forest model
Zhang, J, Gao, Y, Wang, L, Tang, Z, Xia, JJ & Shen, D 2015, . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9351, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9351, Springer Verlag, pp. 661-668, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, Munich, Germany, 5-9 October. DOI:

Estimating anatomically-correct reference model for craniomaxillofacial deformity via sparse representation
Ren, Y, Wang, L, Gao, Y, Tang, Z, Chen, KC, Li, J, Shen, SGF, Yan, J, Lee, PKM, Chow, B, Xia, JJ & Shen, D 2014, . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 edn, vol. 8674 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 8674 LNCS, Springer Verlag, pp. 73-80, 17th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014, Boston, MA, United States, 14-18 September. DOI: