Department of Oral & Maxillofacial Surgery

Find us here
Filter
Conference contribution

Search results

  • 2020

    Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network

    Lang, Y., Lian, C., Xiao, D., Deng, H., Yuan, P., Gateno, J., Shen, S. G. F., Alfi, D. M., Yap, P. T., Xia, J. J. & Shen, D., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 817-826 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12264 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT

    Lian, C., Wang, F., Deng, H. H., Wang, L., Xiao, D., Kuang, T., Lin, H. Y., Gateno, J., Shen, S. G. F., Yap, P. T., Xia, J. J. & Shen, D., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 807-816 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12264 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN

    Lang, Y., Wang, L., Yap, P. T., Lian, C., Deng, H., Thung, K. H., Xiao, D., Yuan, P., Shen, S. G. F., Gateno, J., Kuang, T., Alfi, D. M., Xia, J. J. & Shen, D., Jan 1 2019, Graph Learning in Medical Imaging - 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Springer, p. 130-137 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2018

    Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning

    Zhao, M., Wang, L., Chen, J., Nie, D., Cong, Y., Ahmad, S., Ho, A., Yuan, P., Fung, S. H., Deng, H. H., Xia, J. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer-Verlag, Vol. 11073. p. 720-727 8 p. (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • 2017

    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, S. G. F., Tang, Z., Chen, K. C., Xia, J. J. & Shen, D., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Jannin, P., Duchesne, S., Descoteaux, M., Franz, A., Collins, D. L. & Maier-Hein, L. (eds.). Springer-Verlag, p. 720-728 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    21 Scopus citations
  • 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, Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Shi, Y., Suk, H-I., Suzuki, K. & Wang, Q. (eds.). Springer-Verlag, p. 266-273 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • 2016

    A novel computer-aided surgical simulation (CASS) system to streamline orthognathic surgical planning

    Yuan, P., Ho, D. C. Y., Chang, C. M., Li, J., Mai, H., Kim, D., Shen, S., Zhang, X., Zhou, X., Xiong, Z., Gateno, J. & Xia, J. J., 2016, Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Proceedings. Springer Verlag, Vol. 9805. p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9805).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Automated segmentation of CBCT image with prior-guided sequential random forest

    Wang, L., Gao, Y., Shi, F., Li, G., Chen, K. C., Tang, Z., Xia, J. J. & Shen, D., 2016, Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015 and Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9601. p. 72-82 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9601).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Fem simulation with realistic sliding effect to improve facial-soft-tissue-change prediction accuracy for orthognathic surgery

    Kim, D., Mai, H., Chang, C. M., Ho, D. C. Y., Zhang, X., Shen, S., Yuan, P., Zhang, G., Gateno, J., Zhou, X., Liebschner, M. A. K. & Xia, J. J., 2016, Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Proceedings. Springer Verlag, Vol. 9805. p. 27-37 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9805).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Two-stage simulation method to improve facial soft tissue prediction accuracy for orthognathic surgery

    Kim, D., Chang, C. M., Ho, D. C. Y., Zhang, X., Shen, S., Yuan, P., Mai, H., Zhang, G., Zhou, X., Gateno, J., Liebschner, M. A. K. & Xia, J. J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS. p. 559-567 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2015

    Automatic craniomaxillofacial landmark digitization via segmentation-guided partially-joint regression forest model

    Zhang, J., Gao, Y., Wang, L., Tang, Z., Xia, J. J. & Shen, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9351. p. 661-668 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Craniomaxillofacial deformity correction via sparse representation in coherent space

    Li, Z., An, L., Zhang, J., Wang, L., Xia, J. J. & Shen, D., Jan 1 2015, Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015 Held in Conjunction with MICCAI 2015, Proceedings. Zhou, L., Shi, Y., Wang, L. & Wang, Q. (eds.). Springer-Verlag, p. 69-76 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery

    Zhang, G., Xia, J. J., Zhang, X. & Zhou, X., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-December. p. 2796-2800 5 p. 7351312

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2014

    Estimating anatomically-correct reference model for craniomaxillofacial deformity via sparse representation

    Ren, Y., Wang, L., Gao, Y., Tang, Z., Chen, K. C., Li, J., Shen, S. G. F., Yan, J., Lee, P. K. M., Chow, B., Xia, J. J. & Shen, D., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 2 ed. Springer-Verlag, p. 73-80 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Estimating anatomically-correct reference model for craniomaxillofacial deformity via sparse representation

    Ren, Y., Wang, L., Gao, Y., Tang, Z., Chen, K. C., Li, J., Shen, S. G. F., Yan, J., Lee, P. K. M., Chow, B., Xia, J. J. & Shen, D., Jan 1 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Springer Verlag, Vol. 8674 LNCS. p. 73-80 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2013

    A novel approach based on joint optimization of alignment and statistical surface representation with wavelet transform for CBCT segmentation

    Chang, Y. B., Yuan, P., Kuo, T. H., Xiong, Z., Gateno, J., Xia, J. J. & Zhou, X., Sep 9 2013, Computational Intelligence Methods for Bioinformatics and Biostatistics - 9th International Meeting, CIBB 2012, Revised Selected Papers. p. 48-56 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7845 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Automated segmentation of CBCT image using spiral CT atlases and convex optimization

    Wang, L., Chen, K. C., Shi, F., Liao, S., Li, G., Gao, Y., Shen, S. G. F., Yan, J., Lee, P. K. M., Chow, B., Liu, N. X., Xia, J. J. & Shen, D., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 251-258 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8151 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    19 Scopus citations
  • Automated segmentation of CBCT image using spiral CT atlases and convex optimization

    Wang, L., Chen, K. C., Shi, F., Liao, S., Li, G., Gao, Y., Shen, S. G. F., Yan, J., Lee, P. K. M., Chow, B., Liu, N. X., Xia, J. J. & Shen, D., Oct 24 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 3 ed. Vol. 8151 LNCS. p. 251-258 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8151 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2012

    Incremental kernel ridge regression for the prediction of soft tissue deformations

    Pan, B., Xia, J. J., Yuan, P., Gateno, J., Ip, H. H. S., He, Q., Lee, P. K. M., Chow, B. & Zhou, X., 2012, Medical Image Computing and Computer-Assisted Intervention, MICCAI2012 - 15th International Conference, Proceedings. Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). Springer-Verlag, p. 99-106 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7510 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    17 Scopus citations
  • 2010

    Automated digital dental articulation

    Xia, J. J., Chang, Y. B., Gateno, J., Xiong, Z. & Zhou, X., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 3 ed. p. 278-286 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6363 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • 2009

    An interactive geometric technique for upper and lower teeth segmentation

    Le, B. H., Deng, Z., Xia, J. J., Chang, Y. B. & Zhou, X., Dec 1 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 968-975 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • 2008

    An integration of statistical deformable model and finite element method for bone-related soft tissue prediction in orthognathic surgery planning

    He, Q., Feng, J., Ip, H. H. S., Xia, J. & Cao, X., Sep 1 2008, Medical Imaging and Augmented Reality - 4th International Workshop, Proceedings. p. 31-39 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5128 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2002

    Immunohistochemical characterization of guided bone formation by a biodegradable tissue engineering scaffold in a healing tooth socket of a rabbit model

    Fisher, J. P., Lalani, Z., Demian, N., Wong, M. E. K. & Mikos, A. G., 2002, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 1. p. 827-828 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2001

    Methodology of precise skull model creation

    Xia, J. J., Gateno, J., Teichgraeber, J. & Rosen, A., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2208. p. 434-440 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2208).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2000

    PC-based virtual reality surgical simulation for orthognathic surgery

    Xia, J., Samman, N., Chua, C. K., Yeung, R. W. K., Wang, D., Shen, S. G., Ip, H. H. S. & Tideman, H., 2000, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2000 - 3rd International Conference, Proceedings. Delp, S. L., DiGoia, A. M. & Jaramaz, B. (eds.). Springer-Verlag, p. 1019-1028 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1935).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Simulated patient for orthognathic surgery

    Ip, H. H. S., Kot, C. S. B. & Xia, J. J., Jan 1 2000, Proceedings of Computer Graphics International Conference, CGI. Los Alamitos, CA, United States: Institute of Electrical and Electronics Engineers Inc., p. 239-245 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations