Arnold Gomez

Research Associate

20142021

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  • 2021

    Direct Reconstruction of Crossing Muscle Fibers in the Human Tongue Using a Deep Neural Network

    Shao, M., Carass, A., Gomez, A. D., Zhuo, J., Liang, X., Stone, M. & Prince, J. L., 2021, Computational Diffusion MRI - International MICCAI Workshop. Gyori, N., Hutter, J., Nath, V., Palombo, M., Pizzolato, M. & Zhang, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 69-80 12 p. (Mathematics and Visualization).

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

  • Reconstruction and refinement of crossing muscle fibers in the human tongue

    Shao, M., Gomez, A. D., Zhuo, J., Liang, X., Stone, M., Carass, A. & Prince, J. L., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115961K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

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

  • 2018

    A novel filtering approach for 3D harmonic phase analysis of tagged MRI

    Wang, X., Stone, M. L., Prince, J. L. & Gomez, A. D., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 1057414. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10574).

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

    Open Access
  • Inverse biomechanical modeling of the tongue via machine learning and synthetic training data

    Tolpadi, A. A., Stone, M. L., Carass, A., Prince, J. L. & Gomez, A. D., 2018, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Webster, R. J. (eds.). SPIE, 1057606. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10576).

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

  • Quantifying tensor field similarity with global distributions and optimal transport

    Gomez, A. D., Stone, M. L., Bayly, P. V. & Prince, J. L., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 428-436 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

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

    1 Scopus citations
  • 2017

    Incompressible phase registration for motion estimation from tagged magnetic resonance images

    Xing, F., Woo, J., Gomez, A. D., Pham, D., Bayly, P. V., Stone, M. & Prince, J. L., 2017, Reconstruction, Segmentation, and Analysis of Medical Images - 1st International Workshops, RAMBO 2016 and HVSMR 2016 Held in Conjunction with MICCAI 2016, Revised Selected Papers. Zuluaga, M. A., Moghari, M. H., Pace, D. F., Kainz, B. & Bhatia, K. (eds.). Springer Verlag, p. 24-33 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10129 LNCS).

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

    1 Scopus citations
  • Test suite for image-based motion estimation of the brain and tongue

    Ramsey, J., Prince, J. L. & Gomez, A. D., 2017, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 101371G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10137).

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

    2 Scopus citations