Research output per year
Research output per year
Search results
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2023
Deep Generative Model for Joint Cardiac T1 Mapping and Cardiac Cine
Zou, Q., Priya, S., Nagpal, P. & Jacob, M., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep Kernel Method for Dynamic MRI Reconstruction
Zou, Q., Dzelebdzic, S. & Hussain, T., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2022
Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold Learning
Rusho, R. Z., Zou, Q., Alam, W., Erattakulangara, S., Jacob, M. & Lingala, S. G., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 697-706 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13436 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Dynamic Imaging Using Motion-Compensated Smoothness Regularization on Manifolds (MOCO-STORM)
Zou, Q., Torres, L., Fain, S. & Jacob, M., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold Learning
Zou, Q., Ahmed, A. H., Nagpal, P., Priya, S., Schulte, R. F. & Jacob, M., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2021
Deep generative storm model for dynamic imaging
Zou, Q., Ahmed, A. H., Nagpal, P., Kruger, S. & Jacob, M., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 114-117 4 p. 9433839. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
7 Scopus citations -
2020
Learning functions using data-dependent regularization: Representer theorem revisited
Zou, Q., 2020, Computational Science – ICCS 2020 - 20th International Conference, Proceedings. Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Sloot, P. M. A., Sloot, P. M. A., Sloot, P. M. A., Dongarra, J. J., Brissos, S. & Teixeira, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 312-326 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12139 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Sampling of Surfaces and Learning Functions in High Dimensions
Zou, Q. & Jacob, M., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8354-8358 5 p. 9053876. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations