Improving accuracy of myocardial T 1 estimation in MyoMapNet.

Rui Guo,Zhensen Chen,Amine Amyar,Hossam El-Rewaidy,Salah Assana,Jennifer Rodriguez,Patrick Pierce,Beth Goddu,Reza Nezafat

Magnetic resonance in medicine（2022）

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摘要

Training MyoMapNet with numerical simulations and phantom data will improve the estimation of myocardial T values and increase its robustness to confounders while also reducing the overall T mapping estimation time to only 4 heartbeats.

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关键词

MyoMapNet,cardiac T1 mapping,deep learning,myocardial tissue characterization

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