Amirrajab S - Search Results

1

Deep Learning Synthesis of White-Blood From Dark-Blood Late Gadolinium Enhancement Cardiac Magnetic Resonance.

Jaspers TJM, Martens B, Crawley R, Jada L, Amirrajab S, Breeuwer M, Holtackers RJ, Chiribiri A, Scannell CM. Jaspers TJM, et al. Among authors: amirrajab s. Invest Radiol. 2024 May 1. doi: 10.1097/RLI.0000000000001086. Online ahead of print. Invest Radiol. 2024. PMID: 38687025

2

Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time.

Berto RP, Bugler H, Dias G, Oliveira M, Ueda L, Dertkigil S, Costa PDP, Rittner L, Merkofer JP, van de Sande DMJ, Amirrajab S, Drenthen GS, Veta M, Jansen JFA, Breeuwer M, van Sloun RJG, Qayyum A, Rodero C, Niederer S, Souza R, Harris AD. Berto RP, et al. Among authors: amirrajab s. MAGMA. 2024 Apr 13. doi: 10.1007/s10334-024-01156-9. Online ahead of print. MAGMA. 2024. PMID: 38613715

3

Brain MR image simulation for deep learning based medical image analysis networks.

Ayaz A, Al Khalil Y, Amirrajab S, Lorenz C, Weese J, Pluim J, Breeuwer M. Ayaz A, et al. Among authors: amirrajab s. Comput Methods Programs Biomed. 2024 May;248:108115. doi: 10.1016/j.cmpb.2024.108115. Epub 2024 Mar 7. Comput Methods Programs Biomed. 2024. PMID: 38503072 Free article.

4

A review of machine learning applications for the proton MR spectroscopy workflow.

van de Sande DMJ, Merkofer JP, Amirrajab S, Veta M, van Sloun RJG, Versluis MJ, Jansen JFA, van den Brink JS, Breeuwer M. van de Sande DMJ, et al. Among authors: amirrajab s. Magn Reson Med. 2023 Oct;90(4):1253-1270. doi: 10.1002/mrm.29793. Epub 2023 Jul 4. Magn Reson Med. 2023. PMID: 37402235 Review.

5

Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation.

Al Khalil Y, Amirrajab S, Lorenz C, Weese J, Pluim J, Breeuwer M. Al Khalil Y, et al. Among authors: amirrajab s. Comput Biol Med. 2023 Jul;161:106973. doi: 10.1016/j.compbiomed.2023.106973. Epub 2023 Apr 26. Comput Biol Med. 2023. PMID: 37209615 Free article.

6

On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images.

Al Khalil Y, Amirrajab S, Lorenz C, Weese J, Pluim J, Breeuwer M. Al Khalil Y, et al. Among authors: amirrajab s. Med Image Anal. 2023 Feb;84:102688. doi: 10.1016/j.media.2022.102688. Epub 2022 Nov 17. Med Image Anal. 2023. PMID: 36493702 Free article.

7

A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast.

Amirrajab S, Khalil YA, Lorenz C, Weese J, Pluim J, Breeuwer M. Amirrajab S, et al. IEEE Trans Med Imaging. 2023 Mar;42(3):726-738. doi: 10.1109/TMI.2022.3215798. Epub 2023 Mar 2. IEEE Trans Med Imaging. 2023. PMID: 36260571

8

Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks.

Amirrajab S, Al Khalil Y, Lorenz C, Weese J, Pluim J, Breeuwer M. Amirrajab S, et al. Comput Med Imaging Graph. 2022 Oct;101:102123. doi: 10.1016/j.compmedimag.2022.102123. Epub 2022 Sep 11. Comput Med Imaging Graph. 2022. PMID: 36174308 Free article.

9

Optimized automated cardiac MR scar quantification with GAN-based data augmentation.

Lustermans DRPRM, Amirrajab S, Veta M, Breeuwer M, Scannell CM. Lustermans DRPRM, et al. Among authors: amirrajab s. Comput Methods Programs Biomed. 2022 Nov;226:107116. doi: 10.1016/j.cmpb.2022.107116. Epub 2022 Sep 7. Comput Methods Programs Biomed. 2022. PMID: 36148718 Free article.

10

Simulated late gadolinium enhanced cardiac magnetic resonance imaging dataset from mechanical XCAT phantom including a myocardial infarct.

Kruithof E, Amirrajab S, Lau KD, Breeuwer M. Kruithof E, et al. Among authors: amirrajab s. Data Brief. 2021 Dec 8;40:107691. doi: 10.1016/j.dib.2021.107691. eCollection 2022 Feb. Data Brief. 2021. PMID: 34984215 Free PMC article.

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