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  • 2021

    Deep image reconstruction using unregistered measurements without groundtruth

    Gan, W., Sun, Y., Eldeniz, C., Liu, J., An, H. & Kamilov, U. S., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1531-1534 4 p. 9434079. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth

    Gan, W., Hu, Y., Eldeniz, C., Liu, J., Chen, Y., An, H. & Kamilov, U. S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. Institute of Electrical and Electronics Engineers Inc., p. 4031-4039 9 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth

    Gan, W., Eldeniz, C., Liu, J., Chen, S., An, H. & Kamilov, U. S., Nov 1 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE Computer Society, p. 475-479 5 p. 9443403. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2017

    Estimating posterior image variance with sparsity-based object priors for MRI

    Chen, Y., Lou, Y., Eldeniz, C., An, H. & Anastasio, M. A., 2017, Medical Imaging 2017: Physics of Medical Imaging. Schmidt, T. G., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 101321J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10132).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2015

    Hierarchical reconstruction of 7T-like images from 3T MRI using multi-level CCA and group sparsity

    Bahrami, K., Shi, F., Zong, X., Shin, H. W., An, H. & Shen, D., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 659-666 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    12 Scopus citations
  • 2014

    MRI based attenuation correction for PET/MRI via MRF segmentation and sparse regression estimated CT

    Chen, Y., Juttukonda, M., Lee, Y. Z., Su, Y., Espinoza, F., Lin, W., Shen, D., Lulash, D. & An, H., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 1364-1367 4 p. 6868131. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 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 proceedingConference contributionpeer-review

    1 Scopus citations
  • 2013

    A generative model for resolution enhancement of diffusion MRI data

    Yap, P. T., An, H., Chen, Y. & Shen, D., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 527-534 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 contributionpeer-review

    2 Scopus citations
  • Patient-specific biomechanical modeling of ventricular enlargement in hydrocephalus from longitudinal magnetic resonance imaging

    Chen, Y., Fan, Z., Ji, S., Muenzer, J., An, H. & Lin, W., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 291-298 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 contributionpeer-review

    Open Access
    1 Scopus citations
  • The non-local bootstrap - Estimation of uncertainty in diffusion MRI

    Yap, P. T., An, H., Chen, Y. & Shen, D., 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. p. 390-401 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 proceedingConference contributionpeer-review

    4 Scopus citations
  • 2010

    Hierachical spherical harmonics based deformable HARDI registration

    Yap, P. T., Chen, Y., An, H., Gilmore, J. H., Lin, W. & Shen, D., 2010, Medical Imaging and Augmented Reality - 5th International Workshop, MIAR 2010, Proceedings. p. 228-236 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6326 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    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 proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • 2009

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

    Chen, Y., Shen, D., Zhu, H., An, H., Gilmore, J. & Lin, W., Dec 15 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 proceedingConference contributionpeer-review

    1 Scopus citations
  • 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 proceedingConference contributionpeer-review

    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 proceedingConference contributionpeer-review

    Open Access
    5 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., Dec 15 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 proceedingConference contributionpeer-review

    3 Scopus citations
  • Soft lithography-based hydrogel particles and the effect of shape and size on biodistribution

    Herlihy, K., Merkel, T., An, H., Lin, W. & Desimone, J., Dec 1 2009, Technical Proceedings of the 2009 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2009. p. 60-63 4 p. (Technical Proceedings of the 2009 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2009; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2005

    An independent component analysis approach to perfusion weighted imaging

    Wu, Y., Krim, H., An, H. & Lin, W., Jan 1 2005, 2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions. Institute of Electrical and Electronics Engineers Inc., p. V777-V780 1416419. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. V).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review