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Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation.

, , , and . STACOM@MICCAI, volume 13131 of Lecture Notes in Computer Science, page 360-373. Springer, (2021)

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sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs., , , , , and . CoRR, (2022)Histogram- and Diffusion-Based Medical Out-of-Distribution Detection., , and . CoRR, (2023)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)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)Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks., , , , , and . Comput. Medical Imaging Graph., (2022)Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges., , , , , , , , and . CoRR, (2024)Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation., , , , , and . Comput. Biol. Medicine, (July 2023)Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation., , , and . STACOM@MICCAI, volume 13131 of Lecture Notes in Computer Science, page 360-373. Springer, (2021)Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms., , , , and . SASHIMI@MICCAI, volume 12417 of Lecture Notes in Computer Science, page 68-79. Springer, (2020)Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data., , , , and . STACOM@MICCAI, volume 13593 of Lecture Notes in Computer Science, page 466-475. Springer, (2022)