Cancer Center Support Grant (CCSG) Programs

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  • A label-fusion-aided convolutional neural network for isointense infant brain tissue segmentation

    Li, T., Zhou, F., Zhu, Z., Shu, H. & Zhu, H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 692-695 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • A large-scale manifold learning approach for brain tumor progression prediction

    Tran, L., Banerjee, D., Sun, X., Wang, J., Kumar, A. J., Vinning, D., McKenzie, F. D., Li, Y. & Li, J., 2011, Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Proceedings. p. 265-272 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7009 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • A longitudinal functional analysis framework for analysis of white matter tract statistics

    Yuan, Y., Gilmore, J. H., Geng, X., Styner, M. A., Chen, K., Wang, J. L. & Zhu, H., 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. p. 220-231 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • ARFI beam sequence performance as evaluated by trained readers: Plaquedetection

    Behler, R. H., Gallippi, C. M., Wu, C. D., Zhu, H., Merricks, E. P. & Nichols, T. C., 2010, 2010 IEEE International Ultrasonics Symposium, IUS 2010. p. 483-486 4 p. 5935940. (Proceedings - IEEE Ultrasonics Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Classification of prostate cancer grades and T-stages based on tissue elasticity using medical image analysis

    Yang, S., Jojic, V., Lian, J., Chen, R., Zhu, H. & Lin, M. C., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 627-635 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 proceeding › Conference contribution

    2 Scopus citations

  • Clinical multi-push acoustic radiation force for evaluation of renal transplant status

    Scola, M. R., Baggesen, L. M., Wu, C. D., Detwiler, R. K., Chong, W. K., Jang, S. Y., Burke, L. M. B., Jernigan, K. L., Caughey, M. C., Fisher, M. W., Zhu, H., Whitehead, S. B. & Gallippi, C. M., 2011, 2011 IEEE International Ultrasonics Symposium, IUS 2011. p. 2106-2109 4 p. 6293638. (IEEE International Ultrasonics Symposium, IUS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Conditional local distance correlation for manifold-valued data

    Pan, W., Wang, X., Wen, C., Styner, M. & Zhu, H., 2017, Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Zhu, H., Niethammer, M., Styner, M., Zhu, H., Shen, D., Yap, P-T., Aylward, S. & Oguz, I. (eds.). Springer Verlag, p. 41-52 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10265 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Determination of the limit of detection for iodinated contrast agents with multi-energy computed tomography

    Jacobsen, M. C., Duan, X., Cody, D., Cressman, E., Schellingerhout, D. & Layman, R. R., 2018, Medical Imaging 2018: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Lo, J. Y. (eds.). SPIE, 105734Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10573).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Diseased region detection of longitudinal knee MRI data

    Huang, C., Shan, L., Charles, C., Niethammer, M. & Zhu, H., 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. p. 632-643 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Fast tensor image morphing for elastic registration

    Yap, P. T., Wu, G., Zhu, H., Lin, W. & Shen, D., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009 - 12th International Conference, Proceedings. PART 1 ed. p. 721-729 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5761 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    10 Scopus citations

  • Glioma segmentation and a simple accurate model for overall survival prediction

    Gates, E., Pauloski, J. G., Schellingerhout, D. & Fuentes, D., Jan 1 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Keyvan, F., Crimi, A., Bakas, S., van Walsum, T., Reyes, M. & Kuijf, H. (eds.). Springer Verlag, p. 476-484 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11384 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • HFPRM: Hierarchical functional principal regression model for diffusion tensor image bundle statistics

    Zhang, J., Huang, C., Ibrahim, J. G., Jha, S., Knickmeyer, R. C., Gilmore, J. H., Styner, M. & Zhu, H., 2017, Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Zhu, H., Niethammer, M., Styner, M., Zhu, H., Shen, D., Yap, P-T., Aylward, S. & Oguz, I. (eds.). Springer Verlag, p. 478-489 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10265 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Hierarchical unbiased group-wise registration for atlas construction and population comparison

    Chen, Y., Shen, D., Zhu, H., An, H., Gilmore, J. & Lin, W., 2009, Medical Imaging 2009 - Image Processing. 72592V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Intrinsic regression models for manifold-valued data

    Shi, X., Styner, M., Lieberman, J., Ibrahim, J. G., Lin, W. & Zhu, H., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 192-199 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 proceeding › Conference contribution

    Open Access
    43 Scopus citations

  • In vivo detection of hemorrhage rate in dog models of hemophilia and VWD and at human femoral arteriotomy by ARFI ultrasound

    Scola, M. R., Baggesen, L. M., Behler, R. H., Nichols, T. C., Zhu, H., Caughey, M. C., Merricks, E. P., Raymer, R. A., Margaritis, P., High, K. A. & Gallippi, C. M., 2011, 2011 IEEE International Ultrasonics Symposium, IUS 2011. p. 660-663 4 p. 6293254. (IEEE International Ultrasonics Symposium, IUS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • In vivo hemostasis detection at human femoral arteriotomy by ARFI ultrasound

    Behler, R. H., Scola, M. R., Nichols, T., Caughey, M., Zhu, H. & Gallippi, C. M., 2009, 2009 IEEE International Ultrasonics Symposium and Short Courses, IUS 2009. Institute of Electrical and Electronics Engineers Inc., p. 1879-1882 4 p. 5441426. (Proceedings - IEEE Ultrasonics Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • LSTGEE: Longitudinal analysis of neuroimaging data

    Li, Y., Zhu, H., Chen, Y., An, H., Gilmore, J., Lin, W. & Shen, D., 2009, Medical Imaging 2009 - Image Processing. 72590F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Mapping growth patterns and genetic influences on early brain development in twins

    Chen, Y., Zhu, H., Shen, D., An, H., Gilmore, J. & Lin, W., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 232-239 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 proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Mapping longitudinal cerebral cortex development using diffusion tensor imaging

    Wang, Y., Li, G., Ahn, M., Nie, J., Zhu, H. & Guo, L., 2013, Medical Imaging 2013: Image Processing. 86692E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8669).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • MARM: Multiscale adaptive regression models for neuroimaging data

    Zhu, H., Li, Y., Ibrahim, J. G., Lin, W. & Shen, D., 2009, Information Processing in Medical Imaging - 21st International Conference, IPMI 2009, Proceedings. p. 314-325 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5636 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Multivariate network-level approach to detect interactions between large-scale functional systems

    Gao, W., Zhu, H., Giovanello, K. & Lin, W., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. p. 298-305 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Multivariate varying coefficient models for DTI tract statistics

    Zhu, H., Styner, M., Li, Y., Kong, L., Shi, Y., Lin, W., Coe, C. & Gilmore, J. H., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 1 ed. p. 690-697 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6361 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    8 Scopus citations

  • RADTI: Regression analyses of diffusion tensor images

    Li, Y., Zhu, H., Chen, Y., Ibrahim, J. G., An, H., Lin, W., Hall, C. & Shen, D., 2009, Medical Imaging 2009 - Image Processing. 72591C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Regularization of diffusion tensor field using coupled robust anisotropic diffusion filters

    Tang, S., Fan, Y., Zhu, H., Yap, P. T., Gao, W., Lin, W. & Shen, D., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 52-57 6 p. 5204342. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM

    Chen, Y., Ji, S., Wu, X., An, H., Zhu, H., Shen, D. & Lin, W., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. p. 274-281 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • SlicerSALT: Shape AnaLysis Toolbox

    Vicory, J., Pascal, L., Hernandez, P., Fishbaugh, J., Prieto, J., Mostapha, M., Huang, C., Shah, H., Hong, J., Liu, Z., Michoud, L., Fillion-Robin, J. C., Gerig, G., Zhu, H., Pizer, S. M., Styner, M. & Paniagua, B., 2018, Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Lombaert, H., Paniagua, B., Egger, B., Lüthi, M., Reuter, M. & Wachinger, C. (eds.). Springer Verlag, p. 65-72 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11167 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations

  • Statistical disease mapping for heterogeneous neuroimaging studies

    Liu, R., Huang, C., Li, T., Yang, L. & Zhu, H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1415-1418 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Tailor the longitudinal anaysis for NIH longitudinal normal brain developmental study

    Chen, Y., An, H., Shen, D., Zhu, H. & Lin, W., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 1206-1209 4 p. 6868092. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • TIMER: Tensor image morphing for elastic registration

    Yap, P. T., Wu, G., Zhu, H., Lin, W. & Shen, D., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 1-8 8 p. 5204350. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • TPCNN: Two-phase patch-based convolutional neural network for automatic brain tumor segmentation and survival prediction

    Zhou, F., Li, T., Li, H. & Zhu, H., 2018, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 3rd International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Revised Selected Papers. Menze, B., Crimi, A., Kuijf, H., Reyes, M. & Bakas, S. (eds.). Springer Verlag, p. 274-286 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10670 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Two-stage multiscale adaptive regression methods for twin neuroimaging data

    Li, Y., Gilmore, J. H., Wang, J., Styner, M., Lin, W. & Zhu, H., 2011, Multimodal Brain Image Analysis - First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Proceedings. p. 102-109 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • UNC-Utah NA-MIC DTI framework: Atlas based fiber tract analysis with application to a study of nicotine smoking addiction

    Verde, A. R., Berger, J. B., Gupta, A., Farzinfar, M., Kaiser, A., Chanon, V. W., Boettiger, C., Johnson, H., Matsui, J., Sharma, A., Goodlett, C., Shi, Y., Zhu, H., Gerig, G., Gouttard, S., Vachet, C. & Styner, M., 2013, Medical Imaging 2013: Image Processing. 86692D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8669).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • Voxel-wise group analysis of dti

    Liu, Z., Zhu, H., Marks, B. L., Katz, L. M., Goodlett, C. B., Gerig, G. & Styner, M., 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. IEEE Computer Society, p. 807-810 4 p. 5193172. (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    18 Scopus citations