Direct synthesis of multi-contrast brain MR images from MR multitasking spatial factors using deep learning.

Shihan Qiu,Sen Ma,Lixia Wang,Yuhua Chen,Zhaoyang Fan,Franklin G Moser,Marcel Maya,Pascal Sati,Nancy L Sicotte,Anthony G Christodoulou,Yibin Xie,Debiao Li

Magnetic resonance in medicine（2023）

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摘要

A deep learning technique was developed to synthesize conventional weighted images from MR multitasking spatial factors in the brain, enabling the simultaneous acquisition of multiparametric quantitative maps and clinical contrast-weighted images in a single scan.

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关键词

brain, deep learning, image synthesis, MR imaging, quantitative imaging

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