Jacob M - Search Results

1

Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI.

Zou Q, Ahmed AH, Nagpal P, Priya S, Schulte RF, Jacob M. Zou Q, et al. Among authors: jacob m. IEEE Trans Med Imaging. 2022 Dec;41(12):3552-3561. doi: 10.1109/TMI.2022.3189905. Epub 2022 Dec 2. IEEE Trans Med Imaging. 2022. PMID: 35816534 Free PMC article.

2

Free-breathing cine imaging with motion-corrected reconstruction at 3T using SPiral Acquisition with Respiratory correction and Cardiac Self-gating (SPARCS).

Zhou R, Yang Y, Mathew RC, Mugler JP 3rd, Weller DS, Kramer CM, Ahmed AH, Jacob M, Salerno M. Zhou R, et al. Among authors: jacob m. Magn Reson Med. 2019 Aug;82(2):706-720. doi: 10.1002/mrm.27763. Epub 2019 Apr 21. Magn Reson Med. 2019. PMID: 31006916 Free PMC article.

3

Free-Breathing and Ungated Dynamic MRI Using Navigator-Less Spiral SToRM.

Ahmed AH, Zhou R, Yang Y, Nagpal P, Salerno M, Jacob M. Ahmed AH, et al. Among authors: jacob m. IEEE Trans Med Imaging. 2020 Dec;39(12):3933-3943. doi: 10.1109/TMI.2020.3008329. Epub 2020 Nov 30. IEEE Trans Med Imaging. 2020. PMID: 32746136 Free PMC article.

4

SAMPLING OF SURFACES AND LEARNING FUNCTIONS IN HIGH DIMENSIONS.

Zou Q, Jacob M. Zou Q, et al. Among authors: jacob m. Proc IEEE Int Conf Acoust Speech Signal Process. 2020 May;2020:8354-8358. doi: 10.1109/icassp40776.2020.9053876. Epub 2020 May 14. Proc IEEE Int Conf Acoust Speech Signal Process. 2020. PMID: 33603569 Free PMC article.

5

DYNAMIC MRI USING DEEP MANIFOLD SELF-LEARNING.

Ahmed AH, Aggarwal H, Nagpal P, Jacob M. Ahmed AH, et al. Among authors: jacob m. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:1052-1055. doi: 10.1109/isbi45749.2020.9098382. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 33603956 Free PMC article.

6

Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model.

Zou Q, Ahmed AH, Nagpal P, Kruger S, Jacob M. Zou Q, et al. Among authors: jacob m. IEEE Trans Med Imaging. 2021 Nov;40(11):3102-3112. doi: 10.1109/TMI.2021.3065948. Epub 2021 Oct 27. IEEE Trans Med Imaging. 2021. PMID: 33720831 Free PMC article.

7

Radiomics Detection of Pulmonary Hypertension via Texture-Based Assessments of Cardiac MRI: A Machine-Learning Model Comparison-Cardiac MRI Radiomics in Pulmonary Hypertension.

Priya S, Aggarwal T, Ward C, Bathla G, Jacob M, Gerke A, Hoffman EA, Nagpal P. Priya S, et al. Among authors: jacob m. J Clin Med. 2021 Apr 28;10(9):1921. doi: 10.3390/jcm10091921. J Clin Med. 2021. PMID: 33925262 Free PMC article.

8

Radiomics side experiments and DAFIT approach in identifying pulmonary hypertension using Cardiac MRI derived radiomics based machine learning models.

Priya S, Aggarwal T, Ward C, Bathla G, Jacob M, Gerke A, Hoffman EA, Nagpal P. Priya S, et al. Among authors: jacob m. Sci Rep. 2021 Jun 16;11(1):12686. doi: 10.1038/s41598-021-92155-6. Sci Rep. 2021. PMID: 34135418 Free PMC article.

9

Recovery of surfaces and functions in high dimensions: sampling theory and links to neural networks.

Zou Q, Jacob M. Zou Q, et al. Among authors: jacob m. SIAM J Imaging Sci. 2021;14(2):580-619. doi: 10.1137/20M1340654. Epub 2021 May 10. SIAM J Imaging Sci. 2021. PMID: 34336085 Free PMC article.

10

DEEP GENERATIVE STORM MODEL FOR DYNAMIC IMAGING.

Zou Q, Ahmed AH, Nagpal P, Kruger S, Jacob M. Zou Q, et al. Among authors: jacob m. Proc IEEE Int Symp Biomed Imaging. 2021 Apr;2021:10.1109/isbi48211.2021.9433839. doi: 10.1109/isbi48211.2021.9433839. Epub 2021 Mar 25. Proc IEEE Int Symp Biomed Imaging. 2021. PMID: 34336134 Free PMC article.

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