Dilek Mirgun Yalcinkaya

According to our database, Dilek Mirgun Yalcinkaya authored at least 4 papers between 2021 and 2026.

Collaborative distances:

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

2026

Phase-map synthesis from magnitude-only MR images using conditional score-based diffusion models with application in training of accelerated MRI reconstruction models.

Mehmet Berk Sahin, Dilek Mirgun Yalcinkaya, Abolfazl Hashemi, Behzad Sharif

CoRR, May, 2026

2024

Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis.

Dilek Mirgun Yalcinkaya, Khalid Youssef, Bobak Heydari, Janet Wei, Noel Bairey Merz, Robert Judd, Rohan Dharmakumar, Orlando P. Simonetti, Jonathan W. Weinsaft, Subha V. Raman, Behzad Sharif

CoRR, 2024

2023

Temporal Uncertainty Localization to Enable Human-in-the-Loop Analysis of Dynamic Contrast-Enhanced Cardiac MRI Datasets.

Dilek Mirgun Yalcinkaya, Khalid Youssef, Bobak Heydari, Orlando P. Simonetti, Rohan Dharmakumar, Subha Raman, Behzad Sharif

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2021

Deep Learning-Based Segmentation and Uncertainty Assessment for Automated Analysis of Myocardial Perfusion MRI Datasets Using Patch-Level Training and Advanced Data Augmentation.

Dilek Mirgun Yalcinkaya, Khalid Youssef, Bobby Heydari, Luis Zamudio, Rohan Dharmakumar, Behzad Sharif

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021