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Blake Dewey

Assistant Professor

20132024

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  • 2024

    Pushing the limits of zero-shot self-supervised super-resolution of anisotropic MR images

    Remedios, S. W., Wei, S., Dewey, B. E., Carass, A., Pham, D. & Prince, J. L., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1292606. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

  • 2023

    A deep generative prior for high-resolution isotropic MR head slices

    Remedios, S. W., Dewey, B. E., Carass, A., Pham, D. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124640I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

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

  • A latent space for unsupervised MR image quality control via artifact assessment

    Zuo, L., Xue, Y., Dewey, B. E., Liu, Y., Prince, J. L. & Carass, A., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246418. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

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

  • Unsupervised Quality Assurance for Brain MR Image Rigid Registration using Latent Shape Representation

    Xue, Y., Zuo, L., Remedios, S. W., Dewey, B. E., Duan, P., Liu, Y., Zhang, R., Newsome, S. D., Mowry, E. M., Carass, A. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124641G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

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

  • 2022

    Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement

    Xue, Y., Dewey, B. E., Zuo, L., Han, S., Carass, A., Duan, P., Remedios, S. W., Pham, D., Saidha, S., Calabresi, P. A. & Prince, J. L., 2022, Simulation and Synthesis in Medical Imaging - 7th International Workshop, SASHIMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Zhao, C., Svoboda, D., Wolterink, J. M. & Escobar, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-65 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13570 LNCS).

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

    Open Access

  • Multiple Sclerosis Brain Lesion Segmentation with Different Architecture Ensembles

    Tohidi, P., Remedios, S. W., Greenman, D. L., Shao, M., Han, S., Dewey, B. E., Reinhold, J. C., Chou, Y. Y., Pham, D., Prince, J. L. & Carass, A., 2022, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, 1203625. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12036).

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

  • 2021

    Information-Based Disentangled Representation Learning for Unsupervised MR Harmonization

    Zuo, L., Dewey, B. E., Carass, A., Liu, Y., He, Y., Calabresi, P. A. & Prince, J. L., 2021, Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Proceedings. Feragen, A., Sommer, S., Schnabel, J. & Nielsen, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 346-359 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12729 LNCS).

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

  • Joint Image and Label Self-super-Resolution

    Remedios, S. W., Han, S., Dewey, B. E., Pham, D., Prince, J. L. & Carass, A., 2021, Simulation and Synthesis in Medical Imaging - 6th International Workshop, SASHIMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Svoboda, D., Burgos, N., Wolterink, J. M. & Zhao, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-23 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12965 LNCS).

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

    Open Access
  • 2020

    A Disentangled Latent Space for Cross-Site MRI Harmonization

    Dewey, B. E., Zuo, L., Carass, A., He, Y., Liu, Y., Mowry, E. M., Newsome, S., Oh, J., Calabresi, P. A. & Prince, J. L., 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. 720-729 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12267 LNCS).

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

    2 Scopus citations

  • Contrast adaptive tissue classification by alternating segmentation and synthesis

    Pham, D., Chou, Y. Y., Dewey, B. E., Reich, D. S., Butman, J. A. & Roy, S., 2020, Simulation and Synthesis in Medical Imaging - 5th International Workshop, SASHIMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Burgos, N., Svoboda, D., Wolterink, J. M. & Zhao, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-10 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12417 LNCS).

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

  • Self domain adapted network

    He, Y., Carass, A., Zuo, L., Dewey, B. E. & Prince, J. L., 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. 437-446 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12261 LNCS).

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

  • Synthesizing realistic brain mr images with noise control

    Zuo, L., Dewey, B. E., Carass, A., He, Y., Shao, M., Reinhold, J. C. & Prince, J. L., 2020, Simulation and Synthesis in Medical Imaging - 5th International Workshop, SASHIMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Burgos, N., Svoboda, D., Wolterink, J. M. & Zhao, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-31 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12417 LNCS).

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

  • 2019

    Evaluating the impact of intensity normalization on MR image synthesis

    Reinhold, J. C., Dewey, B. E., Carass, A. & Prince, J. L., 2019, Medical Imaging 2019: Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 109493H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

    22 Scopus citations
  • 2018

    A deep learning based anti-aliasing self super-resolution algorithm for MRI

    Zhao, C., Carass, A., Dewey, B. E., Woo, J., Oh, J., Calabresi, P. A., Reich, D. S., Sati, P., Pham, D. & Prince, J. L., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 100-108 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

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

    Open Access
    16 Scopus citations

  • Deep harmonization of inconsistent mr data for consistent volume segmentation

    Dewey, B. E., Zhao, C., Carass, A., Oh, J., Calabresi, P. A., van Zijl, P. C. M. & Prince, J. L., 2018, Simulation and Synthesis in Medical Imaging - Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Goksel, O., Oguz, I., Gooya, A. & Burgos, N. (eds.). Springer Verlag, p. 20-30 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11037 LNCS).

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

    6 Scopus citations

  • Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas

    Shao, M., Carass, A., Li, X., Dewey, B. E., Blitz, A. M., Prince, J. L. & Ellingsen, L. M., 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 105780F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10578).

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

    Open Access
    4 Scopus citations

  • Self super-resolution for magnetic resonance images using deep networks

    Zhao, C., Carass, A., Dewey, B. E. & Prince, J. L., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 365-368 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    26 Scopus citations
  • 2017

    Efficient multi-atlas registration using an intermediate template image

    Dewey, B. E., Carass, A., Blitz, A. M. & Prince, J. L., 2017, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 101371F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10137).

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

    4 Scopus citations

  • Whole brain parcellation with pathology: Validation on ventriculomegaly patients

    Carass, A., Shao, M., Li, X., Dewey, B. E., Blitz, A. M., Roy, S., Pham, D., Prince, J. L. & Ellingsen, L. M., 2017, Patch-Based Techniques in Medical Imaging - 3rd International Workshop, Patch-MI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Zhan, Y., Bai, W., Wu, G., Coupe, P., Munsell, B. C. & Sanroma, G. (eds.). Springer Verlag, p. 20-28 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10530 LNCS).

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

    Open Access
    10 Scopus citations