Publications

2024

1. On retrospective k-space subsampling schemes for deep MRI reconstruction

   Magnetic Resonance Imaging

   G. Yiasemis, C. I. Sánchez, J. Sonke, J. Teuwen, 2024

   doi preprints abstract
2. Deep Cardiac MRI Reconstruction with ADMM

   Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers

   G. Yiasemis, N. Moriakov, J. Sonke, J. Teuwen, 2024

   doi preprints abstract
3. The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023

   J. Lyu, C. Qin, S. Wang, F. Wang, Y. Li, Z. Wang, K. Guo, C. Ouyang, M. Tänzer, M. Liu, L. Sun, M. Sun, Q. Li, Z. Shi, S. Hua, H. Li, Z. Chen, Z. Zhang, B. Xin, D. N. Metaxas, G. Yiasemis, J. Teuwen, L. Zhang, W. Chen, Y. Pang, X. Liu, A. Razumov, D. V. Dylov, Q. Dou, K. Yan, Y. Xue, Y. Du, J. Dietlmeier, C. Garcia-Cabrera, Z. A. Hemidi, N. Vogt, Z. Xu, Y. Zhang, Y. Chu, W. Chen, W. Bai, X. Zhuang, J. Qin, L. Wu, G. Yang, X. Qu, H. Wang, C. Wang, 2024

   ArXiv abstract
4. End-to-end Adaptive Dynamic Subsampling and Reconstruction for Cardiac MRI

   G. Yiasemis, J. Sonke, J. Teuwen, 2024

   ArXiv abstract

2023

1. vSHARP: variable Splitting Half-quadratic ADMM algorithm for Reconstruction of inverse-Problems

   G. Yiasemis, N. Moriakov, J. Sonke, J. Teuwen, 2023

   ArXiv abstract
2. JSSL: Joint Supervised and Self-supervised Learning for MRI Reconstruction

   G. Yiasemis, N. Moriakov, C. I. Sánchez, J. Sonke, J. Teuwen, 2023

   ArXiv abstract

2022

1. Multi-Coil MRI Reconstruction Challenge—Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations

   Frontiers in Neuroscience

   Y. Beauferris, J. Teuwen, D. Karkalousos, N. Moriakov, M. Caan, G. Yiasemis, L. Rodrigues, A. Lopes, H. Pedrini, L. Rittner, M. Dannecker, V. Studenyak, F. Gröger, D. Vyas, S. Faghih-Roohi, A. Kumar Jethi, J. Chandra Raju, M. Sivaprakasam, M. Lasby, N. Nogovitsyn, W. Loos, R. Frayne, R. Souza, 2022, 16

   doi preprints abstract
2. DIRECT: Deep Image REConstruction Toolkit

   Journal of Open Source Software

   G. Yiasemis, N. Moriakov, D. Karkalousos, M. Caan, J. Teuwen, 2022, 7;(73):4278

   doi
3. Deep MRI reconstruction with radial subsampling

   Medical Imaging 2022: Physics of Medical Imaging

   G. Yiasemis, C. Zhang, C. I. Sánchez, J. Sonke, J. Teuwen, 2022

   doi preprints
4. Recurrent variational network: A deep learning inverse problem solver applied to the task of accelerated mri reconstruction

   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

   G. Yiasemis, J. Sonke, C. Sánchez, J. Teuwen, 2022

   url preprints