Sina Amirrajab

According to our database, Sina Amirrajab authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges.

Mahmoud Ibrahim, Yasmina Al Khalil, Sina Amirrajab, Chang Sun, Marcel Breeuwer, Josien P. W. Pluim, Bart Elen, Gokhan Ertaylan, Michel Dumontier

CoRR, 2024

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

Aymen Ayaz, Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Comput. Methods Programs Biomed., 2024

2023

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

Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Comput. Biol. Medicine, July, 2023

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

Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

IEEE Trans. Medical Imaging, March, 2023

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

Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Medical Image Anal., 2023

Histogram- and Diffusion-Based Medical Out-of-Distribution Detection.

Evi M. C. Huijben, Sina Amirrajab, Josien P. W. Pluim

CoRR, 2023

A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge.

Julian P. Merkofer, Dennis M. J. van de Sande, Sina Amirrajab, Gerhard S. Drenthen, Mitko Veta, Jacobus F. A. Jansen, Marcel Breeuwer, Ruud J. G. van Sloun

CoRR, 2023

2022

Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs.

Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

CoRR, 2022

sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs.

Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

CoRR, 2022

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

Didier R. P. R. M. Lustermans, Sina Amirrajab, Mitko Veta, Marcel Breeuwer, Cian M. Scannell

Comput. Methods Programs Biomed., 2022

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

Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Comput. Medical Imaging Graph., 2022

Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data.

Sina Amirrajab, Yasmina Al Khalil, Josien P. W. Pluim, Marcel Breeuwer, Cian M. Scannell

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs.

Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

2021

Influence of image artifacts on image-based computer simulations of the cardiac electrophysiology.

Evianne Kruithof, Sina Amirrajab, Matthijs J. M. Cluitmans, K. D. Lau, Marcel Breeuwer

Comput. Biol. Medicine, 2021

Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation.

Yasmina Al Khalil, Sina Amirrajab, Josien P. W. Pluim, Marcel Breeuwer

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

2020

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model.

Samaneh Abbasi-Sureshjani, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms.

Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Marcel Breeuwer

Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms.

Sina Amirrajab, Samaneh Abbasi-Sureshjani, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020