Sina Amirrajab

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Image Segmentation

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

Aymen Ayaz, Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
Brain MR image simulation for deep learning based medical image analysis networks. Comput. Methods Programs Biomed. 248 (2024)
Mahmoud Ibrahim, Yasmina Al Khalil, Sina Amirrajab, Chang Sun, Marcel Breeuwer, Josien P. W. Pluim, Bart Elen, Gokhan Ertaylan, Michel Dumontier
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges. CoRR (2024)
Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation. Comput. Biol. Medicine 161 (2023)
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
A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge. CoRR (2023)
Evi M. C. Huijben, Sina Amirrajab, Josien P. W. Pluim
Histogram- and Diffusion-Based Medical Out-of-Distribution Detection. CoRR (2023)
Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images. Medical Image Anal. 84 (2023)
Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast. IEEE Trans. Medical Imaging 42 (3) (2023)
Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs. CoRR (2022)
Sina Amirrajab, Yasmina Al Khalil, Josien P. W. Pluim, Marcel Breeuwer, Cian M. Scannell
Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data. STACOM@MICCAI (2022)
Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs. CoRR (2022)
Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs. SASHIMI@MICCAI (2022)
Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks. Comput. Medical Imaging Graph. 101 (2022)
Didier R. P. R. M. Lustermans, Sina Amirrajab, Mitko Veta, Marcel Breeuwer, Cian M. Scannell
Optimized automated cardiac MR scar quantification with GAN-based data augmentation. Comput. Methods Programs Biomed. 226 (2022)
Evianne Kruithof, Sina Amirrajab, Matthijs J. M. Cluitmans, K. D. Lau, M. Breeuwer
Influence of image artifacts on image-based computer simulations of the cardiac electrophysiology. Comput. Biol. Medicine 137 (2021)
Yasmina Al Khalil, Sina Amirrajab, Josien P. W. Pluim, Marcel Breeuwer
Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation. STACOM@MICCAI (2021)
Didier R. P. R. M. Lustermans, Sina Amirrajab, Mitko Veta, Marcel Breeuwer, Cian M. Scannell
Optimized Automated Cardiac MR Scar Quantification with GAN-Based Data Augmentation. CoRR (2021)
Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Marcel Breeuwer
Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms. SASHIMI@MICCAI (2020)
Samaneh Abbasi-Sureshjani, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model. CoRR (2020)
Sina Amirrajab, Samaneh Abbasi-Sureshjani, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms. CoRR (2020)
Samaneh Abbasi-Sureshjani, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model. MIDL (2020)
Sina Amirrajab, Samaneh Abbasi-Sureshjani, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms. MICCAI (4) (2020)