Bayesian inverse regression for vascular magnetic resonance fingerprinting.

Fabien Boux,Florence Forbes,Julyan Arbel,Benjamin Lemasson,Emmanuel L Barbier

IEEE Transactions on Medical Imaging（2021）

引用 7|浏览4

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摘要

Standard parameter estimation from vascular magnetic resonance fingerprinting (MRF) data is based on matching the MRF signals to their best counterparts in a grid of coupled simulated signals and parameters, referred to as a dictionary. To reach a good accuracy, the matching requires an informative dictionary whose cost, in terms of design, storage and exploration, is rapidly prohibitive for even ...

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关键词

Dictionaries,Computational modeling,Standards,Data models,Adaptation models,Deep learning,Parameter estimation

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