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Enhancing CT Image synthesis from multi-modal MRI data based on a multi-task neural network framework

By Zhuoyao Xin and others at
LogoIMAG
and
LogoUniversity of Maryland
Image segmentation, real-value prediction, and cross-modal translation are critical challenges in medical imaging. In this study, we propose a versatile multi-task neural network framework, based on an enhanced Transformer U-Net architecture, capable of simultaneously, selectively, and adaptively addressing these medical image tasks. Validation is performed on a public repository of... Show more
December 18, 2023
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