Aggarwal HK - Search Results

1

Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI.

Mani MP, Aggarwal HK, Ghosh S, Jacob M. Mani MP, et al. Among authors: aggarwal hk. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:913-916. doi: 10.1109/isbi45749.2020.9098593. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 33574989 Free PMC article.

2

MoDL: Model-Based Deep Learning Architecture for Inverse Problems.

Aggarwal HK, Mani MP, Jacob M. Aggarwal HK, et al. IEEE Trans Med Imaging. 2019 Feb;38(2):394-405. doi: 10.1109/TMI.2018.2865356. Epub 2018 Aug 13. IEEE Trans Med Imaging. 2019. PMID: 30106719 Free PMC article.

3

Dynamic MRI using model-based deep learning and SToRM priors: MoDL-SToRM.

Biswas S, Aggarwal HK, Jacob M. Biswas S, et al. Among authors: aggarwal hk. Magn Reson Med. 2019 Jul;82(1):485-494. doi: 10.1002/mrm.27706. Epub 2019 Mar 12. Magn Reson Med. 2019. PMID: 30860286 Free PMC article.

4

MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI.

Aggarwal HK, Mani MP, Jacob M. Aggarwal HK, et al. IEEE Trans Med Imaging. 2020 Apr;39(4):1268-1277. doi: 10.1109/TMI.2019.2946501. Epub 2019 Oct 9. IEEE Trans Med Imaging. 2020. PMID: 31603819 Free PMC article.

5

Improved MUSSELS reconstruction for high-resolution multi-shot diffusion weighted imaging.

Mani M, Aggarwal HK, Magnotta V, Jacob M. Mani M, et al. Among authors: aggarwal hk. Magn Reson Med. 2020 Jun;83(6):2253-2263. doi: 10.1002/mrm.28090. Epub 2019 Dec 2. Magn Reson Med. 2020. PMID: 31789440 Free PMC article.

6

Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR).

Pramanik A, Aggarwal HK, Jacob M. Pramanik A, et al. Among authors: aggarwal hk. IEEE Trans Med Imaging. 2020 Dec;39(12):4186-4197. doi: 10.1109/TMI.2020.3014581. Epub 2020 Nov 30. IEEE Trans Med Imaging. 2020. PMID: 32755854 Free PMC article.

7

MODEL BASED IMAGE RECONSTRUCTION USING DEEP LEARNED PRIORS (MODL).

Aggarwal HK, Mani MP, Jacob M. Aggarwal HK, et al. Proc IEEE Int Symp Biomed Imaging. 2018 Apr;2018:671-674. doi: 10.1109/isbi.2018.8363663. Epub 2018 May 24. Proc IEEE Int Symp Biomed Imaging. 2018. PMID: 33584973 Free PMC article.

8

MULTI-SHOT SENSITIVITY-ENCODED DIFFUSION MRI USING MODEL-BASED DEEP LEARNING (MODL-MUSSELS).

Aggarwal HK, Mani MP, Jacob M. Aggarwal HK, et al. Proc IEEE Int Symp Biomed Imaging. 2019 Apr;2019:1541-1544. doi: 10.1109/isbi.2019.8759514. Epub 2019 Jul 11. Proc IEEE Int Symp Biomed Imaging. 2019. PMID: 33584974 Free PMC article.

9

JOINT OPTIMIZATION OF SAMPLING PATTERN AND PRIORS IN MODEL BASED DEEP LEARNING.

Aggarwal HK, Jacob M. Aggarwal HK, et al. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:926-929. doi: 10.1109/isbi45749.2020.9098639. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 33584975 Free PMC article.

10

CALIBRATIONLESS PARALLEL MRI USING MODEL BASED DEEP LEARNING (C-MODL).

Pramanik A, Aggarwal H, Jacob M. Pramanik A, et al. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:1428-1431. doi: 10.1109/isbi45749.2020.9098490. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 33584976 Free PMC article.

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