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Titlebook: Simulation and Synthesis in Medical Imaging; 9th International Wo Virginia Fernandez,Jelmer M. Wolterink,Adrià Casam Conference proceedings

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,Enhancing Quantitative Image Synthesis Through Pretraining and Resolution Scaling for Bone Mineral aining can improve QIS performance, significantly raising the correlation of BMD estimation from 0.820 to 0.898, while others do not help or even hinder it. Scaling up the resolution can further boost the correlation up to 0.923, a significant enhancement over conventional methods.
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Synthesizing Scalable CFD-Enhanced Aortic 4D Flow MRI for Assessing Accuracy and Precision of Deep-pling scheme yields k-space data as input to deep-learning image reconstruction, segmentation and other downstream tasks. Since the synthetic 4D flow MRI data is paired with noise-free reference values including velocity, pressure, wall shear stress, the Reynolds stress tensor and pulse wave velocit
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https://doi.org/10.1007/978-3-031-73281-2artificial intelligence; bioinformatics; color image processing; color images; computer systems; computer
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