Projects per year
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Dive into the research topics where Sina Amirrajab is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 3 Finished
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Spectralligence AI211009
Breeuwer, M. (Project Manager), Veta, M. (Project member), Amirrajab, S. (Project member) & van de Sande, D. M. J. (Project member)
1/11/21 → 31/10/24
Project: Third tier
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Spectralligence AI211009: Spectral Analysis in life sciences and materials sciences through Artificial Intelligence
van Sloun, R. J. G. (Project Manager), Amirrajab, S. (Project member) & Merkofer, J. (Project member)
1/11/21 → 30/10/24
Project: Third tier
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Faculty Award RvS:Principled deep learning for robust next-gen medical ultrasound imaging
van Sloun, R. J. G. (Project Manager), van der Hagen, D. (Project communication officer), Gonzalez Carabarin, L. (Project member) & Amirrajab, S. (Project member)
11/03/20 → 30/06/23
Project: Research direct
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A Digital Phantom for MR Spectroscopy Data Simulation
van de Sande, D. M. J. (Corresponding author), Gudmundson, A. T., Murali-Manohar, S., Davies-Jenkins, C. W., Simicic, D., Simegn, G., Özdemir, I., Amirrajab, S., Merkofer, J. P., Zöllner, H. J., Oeltzschner, G. & Edden, R. A. E., Mar 2026, In: Magnetic Resonance in Medicine. 95, 3, p. 1345-1359 15 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile201 Downloads (Pure) -
Data-driven Synthesis of Magnetic Resonance Spectroscopy Data using a Variational Autoencoder
van de Sande, D. M. J., Merkofer, J. P., Amirrajab, S., Veta, M., Drenthen, G. S., Jansen, J. F. A. & Breeuwer, M., 28 Feb 2026, arXiv.org, 20 p.Research output: Working paper › Preprint › Academic
Open AccessFile37 Downloads (Pure) -
An extensive generative framework and multiphasic verification strategy for synthesising CT images of diverse anatomies: towards the utilisation for in silico clinical trials
Ganesan, R. (Corresponding author), Amirrajab, S., Scannell, C. M., Gietema, H. A., Quicken, S., La Mattina, A. A., Boymans, T. A. E. J., van de Vosse, F. N. & Huberts, W., 2025, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 13, 1, 21 p., 2563726.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)33 Downloads (Pure) -
Enhancing reconstruction-based out-of-distribution detection in brain MRI with model and metric ensembles
Huijben, E. M. C. (Corresponding author), Amirrajab, S. & Pluim, J. P. W., Dec 2025, In: Computer Methods and Programs in Biomedicine. 272, 13 p., 109045.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Link opens in a new tab Citations (Scopus)11 Downloads (Pure) -
Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges
Ibrahim, M. (Corresponding author), Khalil, Y. A., Amirrajab, S., Sun, C., Breeuwer, M., Pluim, J., Elen, B., Ertaylan, G. & Dumontier, M., May 2025, In: Computers in Biology and Medicine. 189, 42 p., 109834.Research output: Contribution to journal › Review article › peer-review
Open AccessFile99 Link opens in a new tab Citations (Scopus)1153 Downloads (Pure)
Press/Media
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Eindhoven University of Technology Reports Findings in Machine Learning (A review of machine learning applications for the proton MR spectroscopy workflow)
Jansen, J. F. A., van Sloun, R. J. G., Breeuwer, M., Veta, M., Amirrajab, S., Merkofer, J. P. & van de Sande, D. M. J.
17/07/23
1 item of Media coverage
Press/Media: Expert Comment
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Studies from Eindhoven University of Technology Have Provided New Information about Obesity, Fitness and Wellness (A Framework for Simulating Cardiac Mr Images With Varying Anatomy and Contrast)
Breeuwer, M., Pluim, J. P. W., Amirrajab, S. & Al Khalil, Y.
16/06/23
1 item of Media coverage
Press/Media: Expert Comment