Yasmina Al Khalil

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge

Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 61 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +23

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

UAV-based remote sensing for vegetation cover estimation using NDVI imagery and level sets method

Mohammed Ghazal, Yasmina Al Khalil, Hassan Hajjdiab · 2015 · 36 citations

Precision Agriculture, Engineering, Land Use +19

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

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