Aymen Ayaz

According to our database, Aymen Ayaz authored at least 5 papers between 2017 and 2024.

Collaborative distances:

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

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

Multi-modal brain tumor segmentation via conditional synthesis with Fourier domain adaptation.

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

Comput. Medical Imaging Graph., 2024

Effective deep-learning brain MRI super resolution using simulated training data.

Aymen Ayaz, Rien Boonstoppel, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer

Comput. Biol. Medicine, 2024

2022

A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data.

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

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

2017

MRI based automated diagnosis of Alzheimer's: Fusing 3D wavelet-features with clinical data.

Aymen Ayaz, Muhammad Zubair Ahmad, Khawar Khurshid, Awais M. Kamboh

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017