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Magnetic Resonance in Medicine|March 13, 2019
Dynamic MRI using model-based deep learning and SToRM priors: MoDL-SToRMSampurna Biswas, Hemant K Aggarwal, Mathews Jacob
IEEE Transactions on Computational Imaging|April 24, 2023
Memory-efficient model-based deep learning with convergence and robustness guaranteesAniket Pramanik, M Bridget Zimmerman, Mathews Jacob
Magnetic Resonance in Medicine|September 16, 2020
Compressed sensing MRI using an interpolation-free nonlinear diffusion modelAjin Joy, Mathews Jacob, Joseph Suresh Paul
Magnetic Resonance in Medicine|August 1, 2019
Directionality guided non linear diffusion compressed sensing MR image reconstructionAjin Joy, Mathews Jacob, Joseph Suresh Paul
Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference)|August 2, 2021
ENSURE: ENSEMBLE STEIN'S UNBIASED RISK ESTIMATOR FOR UNSUPERVISED LEARNINGHemant Kumar Aggarwal, Aniket Pramanik, Mathews Jacob
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|August 24, 2011
A fast majorize-minimize algorithm for the recovery of sparse and low-rank matricesYue Hu, Sajan Goud Lingala, Mathews Jacob
IEEE Transactions on Medical Imaging|August 6, 2014
Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRISajan Goud Lingala, Edward DiBella, Mathews Jacob
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 9, 2015
A variable splitting based algorithm for fast multi-coil blind compressed sensing MRI reconstructionSampada Bhave, Sajan Goud Lingala, Mathews Jacob
Neuroimage|April 8, 2024
High-fidelity intravoxel incoherent motion parameter mapping using locally low-rank and subspace modelingAlan J Finkelstein, Congyu Liao, Xiaozhi Cao, et al.
Psychological Review|February 11, 2021
How do neural processes give rise to cognition? Simultaneously predicting brain and behavior with a dynamic model of visual working memoryAaron T Buss, Vincent A Magnotta, Will Penny, et al.
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