Merve Gülle

According to our database, Merve Gülle authored at least 5 papers between 2023 and 2024.

Collaborative distances:

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

2024

Training Physics-Driven Deep Learning Reconstruction without Raw Data Access for Equitable Fast MRI.

Yasar Utku Alçalar, Merve Gülle, Mehmet Akçakaya

CoRR, 2024

Robust Outer Volume Subtraction with Deep Learning Ghosting Detection for Highly-Accelerated Real-Time Dynamic MRI.

Merve Gülle, Mehmet Akçakaya

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

A Convex Compressibility-Inspired Unsupervised Loss Function for Physics-Driven Deep Learning Reconstruction.

Yasar Utku Alçalar, Merve Gülle, Mehmet Akçakaya

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.

Ömer Burak Demirel, Chi Zhang, Burhaneddin Yaman, Merve Gülle, Chetan Shenoy, Tim Leiner, Peter Kellman, Mehmet Akçakaya

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Highly-Accelerated High-Resolution Multi-Echo fMRI Using Self-Supervised Physics-Driven Deep Learning Reconstruction.

Merve Gülle, Ömer Burak Demirel, Logan Dowdle, Steen Moeller, Essa Yacoub, Kâmil Ugurbil, Mehmet Akçakaya

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023