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Updated: Jan 9, 2026

Use of a Multi-compartment Dynamic Single Enzyme Phantom for Studies of Hyperpolarized Magnetic Resonance Agents
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Use of a Multi-compartment Dynamic Single Enzyme Phantom for Studies of Hyperpolarized Magnetic Resonance Agents

Published on: April 15, 2016

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一个深度自编码器,以快速的光谱-时间适配动态代谢成像数据在7T

Aaron Paul Osburg1, Amirmohammad Shamaei2, Bernhard Strasser3

  • 1High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Comprehensive Center for AI in Medicine (CAIM), Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria.

NeuroImage
|December 4, 2025
PubMed
概括

一种新型的深度自编码器 (DAE) 显著加快了代谢成像 (DMI) 数据分析. 这种人工智能工具能够快速,准确地绘制葡萄糖代谢图,优于研究和临床使用的传统方法.

关键词:
深度学习是一种深度学习.乳代谢成像学 乳代谢成像学动态的 (2) H-MRSI 的情况.在MR光谱检测中使用MR光谱.代谢物适合的配件频谱量化的量化.频谱时间适配.

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