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Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks.

, , , , , and . Comput. Medical Imaging Graph., (2022)

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Optimized Automated Cardiac MR Scar Quantification with GAN-Based Data Augmentation., , , , and . CoRR, (2021)sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs., , , , , and . CoRR, (2022)A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge., , , , , , , and . CoRR, (2023)Histogram- and Diffusion-Based Medical Out-of-Distribution Detection., , and . CoRR, (2023)Optimized automated cardiac MR scar quantification with GAN-based data augmentation., , , , and . Comput. Methods Programs Biomed., (2022)Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs., , , , and . SASHIMI@MICCAI, volume 13570 of Lecture Notes in Computer Science, page 34-42. Springer, (2022)Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks., , , , , and . Comput. Medical Imaging Graph., (2022)On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images., , , , , and . Medical Image Anal., (2023)4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model., , , , , and . MIDL, volume 121 of Proceedings of Machine Learning Research, page 6-18. PMLR, (2020)A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast., , , , , and . IEEE Trans. Medical Imaging, 42 (3): 726-738 (March 2023)