Dictionary-free MRI PERK: Parameter estimation via regression with kernels G Nataraj, JF Nielsen, C Scott, JA Fessler IEEE Transactions on Medical Imaging 37 (9), 2103-2114, 2018 | 50 | 2018 |
Optimizing MR Scan Design for Model-Based T1, T2 Estimation From Steady-State Sequences G Nataraj, JF Nielsen, JA Fessler IEEE Transactions on Medical Imaging 36 (2), 467-477, 2016 | 33 | 2016 |
Dictionary-free MRI parameter estimation via kernel ridge regression G Nataraj, JF Nielsen, JA Fessler Proc. of the 2017 IEEE International Symposium on Biomedical Imaging, 5-9, 2017 | 16 | 2017 |
Myelin water fraction estimation using small-tip fast recovery MRI ST Whitaker, G Nataraj, JF Nielsen, JA Fessler Magnetic Resonance in Medicine 84, 1977-90, 2020 | 10 | 2020 |
Myelin water fraction estimation using small-tip fast recovery MRI ST Whitaker, G Nataraj, M Gao, JF Nielsen, JA Fessler Proc. of the 2019 Annual Meeting of the ISMRM, 2019 | 10 | 2019 |
Fast, precise myelin water quantification using DESS MRI and kernel learning G Nataraj, JF Nielsen, M Gao, JA Fessler arXiv preprint:1809.08908, 2018 | 7 | 2018 |
Myelin water fraction estimation from optimized steady-state sequences using kernel ridge regression G Nataraj, JF Nielsen, JA Fessler Proc. of the 2017 Annual Meeting of the ISMRM, 5076, 2017 | 6 | 2017 |
Model-based estimation of T2 maps with dual-echo steady-state MR imaging G Nataraj, JF Nielsen, JA Fessler Proc. of the 2014 IEEE International Conference on Image Processing, 1877-1881, 2014 | 5 | 2014 |
Investigating Robustness to Unseen Pathologies in Model-Free Deep Multicoil Reconstruction G Nataraj, R Otazo Proc. of the 2020 ISMRM Workshop on Sampling & Reconstruction, 2020 | 3 | 2020 |
Kernel regression for fast myelin water imaging G Nataraj, M Gao, JF Nielsen, JA Fessler Proc. of the 2018 ISMRM Workshop on Machine Learning, 2018 | 3 | 2018 |
Advances in quantitative MRI: acquisition, estimation, and application G Nataraj University of Michigan, 2018 | 3 | 2018 |
Shallow learning with kernels for dictionary-free magnetic resonance fingerprinting G Nataraj, M Gao, J Assländer, C Scott, JA Fessler Proc. of the 2017 ISMRM Workshop on Magnetic Resonance Fingerprinting, 2017 | 3 | 2017 |
Regularized, joint estimation of T1 and M0 maps G Nataraj, JF Nielsen, JA Fessler Proc. of the 2014 Annual Meeting of the ISMRM, 3128, 2014 | 3 | 2014 |
Model-free Deep MRI Reconstruction: A Robustness Study G Nataraj, R Otazo Proc. of the 2020 Annual Meeting of the ISMRM, 3590, 2020 | 2* | 2020 |
Tennisball: slew-efficient trajectory design for 3D-radial imaging G Nataraj, M Lustig Proc. of the 2022 Annual Meeting of the ISMRM, 1712, 2022 | 1 | 2022 |
Myelin water imaging using STFR with exchange ST Whitaker, G Nataraj, JF Nielsen, JA Fessler Proc. of the 2020 Annual Meeting of the ISMRM, 1020, 2020 | 1 | 2020 |
A min-max CRLB optimization approach to scan selection for relaxometry G Nataraj, JF Nielsen, JA Fessler Proc. of the 2015 Annual Meeting of the ISMRM, 1672, 2015 | 1 | 2015 |
Method and device for designing smooth sequences of spoke endpoints in MRI G Nataraj, M Lustig US Patent App. 18/304,702, 2023 | | 2023 |
Routine B0 eddy current measurements with TOPPE for more robust spiral imaging JF Nielsen, G Nataraj, J Fessler, D Noll Proc. of the 2019 Annual Meeting of the ISMRM, 4511, 2019 | | 2019 |
Model-Based Methods in Quantitative MRI G Nataraj University of Michigan, 2014 | | 2014 |