Sina Amirrajab

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 et al. · Medical Image Analysis · 2022 · 49 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +25

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

Sina Amirrajab, Yasmina Al Khalil, Cristian Lorenz et al. · Computerized Medical Imaging and Graphics · 2022 · 35 citations · Full text

Optimized automated cardiac MR scar quantification with GAN‐based data augmentation

Didier Lustermans, Sina Amirrajab, Mitko Veta et al. · Computer Methods and Programs in Biomedicine · 2022 · 28 citations · Full text

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

Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz et al. · Computers in Biology and Medicine · 2023 · 25 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +27

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

Aymen Ayaz, Yasmina Al Khalil, Sina Amirrajab et al. · Computer Methods and Programs in Biomedicine · 2024 · 10 citations · Full text