Title
Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging Abdul Qayyum Moona Mazher Devran Ugurlu J. Solís-Lemus C. Rodero Steven A Niederer 40 0 0 24 Mar 2025
T1-PILOT: Optimized Trajectories for T1 Mapping Acceleration Tamir Shor Moti Freiman Chaim Baskin A. Bronstein 65 0 0 27 Feb 2025
JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI Yinghao Zhang Haiyan Gui Ningdi Yang Yue Hu 44 0 0 17 Feb 2025
Deep End-to-end Adaptive k-Space Sampling, Reconstruction, and Registration for Dynamic MRI George Yiasemis J. Sonke Jonas Teuwen 68 0 0 27 Nov 2024
CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization Yinsong Wang Siyi Du Shaoming Zheng Xinzhe Luo Chen Qin 30 1 0 03 Aug 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 27 2 0 09 Jun 2024
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI Yirong Zhou Chengyan Wang Mengtian Lu Kunyuan Guo Zi Wang ... Liuhong Zhu Jianjun Zhou Congbo Cai He Wang Xiaobo Qu 33 1 0 17 May 2024
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach Anam Hashmi J. Dietlmeier Kathleen M. Curran Noel E. O'Connor 16 0 0 10 Apr 2024
End-to-end Adaptive Dynamic Subsampling and Reconstruction for Cardiac MRI George Yiasemis J. Sonke Jonas Teuwen 26 2 0 15 Mar 2024
Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image Reconstruction Yidong Zhao Yi Zhang Qian Tao 16 1 0 01 Mar 2024
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI Zi Wang Min Xiao Yirong Zhou Chengyan Wang Naiming Wu ... Congbo Cai He Wang D. Guo Guang Yang Xiaobo Qu 34 4 0 24 Feb 2024
$k$ - $t$ CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image Reconstruction Liping Zhang Weitian Chen 20 3 0 17 Oct 2023
Deep Cardiac MRI Reconstruction with ADMM George Yiasemis N. Moriakov J. Sonke Jonas Teuwen 10 3 0 10 Oct 2023
NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps F. Zimmermann A. Kofler 24 1 0 27 Sep 2023
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction Bingyu Xin Meng Ye L. Axel Dimitris N. Metaxas 33 13 0 25 Sep 2023
On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction George Yiasemis Clara I. Sánchez J. Sonke Jonas Teuwen 13 17 0 20 Jan 2023