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Gopal Nataraj
Gopal Nataraj
Assistant Research Engineer, UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
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
502018
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
332016
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
162017
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
102020
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
102019
Fast, precise myelin water quantification using DESS MRI and kernel learning
G Nataraj, JF Nielsen, M Gao, JA Fessler
arXiv preprint:1809.08908, 2018
72018
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
62017
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
52014
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
32020
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
32018
Advances in quantitative MRI: acquisition, estimation, and application
G Nataraj
University of Michigan, 2018
32018
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
32017
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
32014
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
12022
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
12020
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
12015
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
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