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Validation of a new t2∗ algorithm and its uncertainty value for cardiac and liver iron load determination from MRI magnitude images

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Auteur
BidhulT S., Xanthis C.G., LiljekvisT L.L., Greil G., Nagel E., Aletras A.H., Heiberg E., Hedström E.
Date
2016
Language
en
DOI
10.1002/mrm.25767
Sujet
Heart
Image segmentation
Iron
Magnetic resonance imaging
Phantoms
Reactor cores
Accuracy and precision
Gradient recalled echos
Interobserver variability
Intra-observer variability
Offline
Relaxometry
Uncertainty estimation
validation
Uncertainty analysis
iron
iron
adolescent
adult
aged
Article
child
clinical article
controlled study
female
heart
human
imaging phantom
infant
interobserver variability
intraobserver variability
iron kinetics
iron load
limit of quantitation
liver
male
measurement accuracy
measurement precision
nuclear magnetic resonance imaging
observer variation
simulation
validation process
algorithm
cardiac muscle
chemistry
diagnostic imaging
heart
liver
middle aged
nuclear magnetic resonance imaging
preschool child
procedures
reproducibility
young adult
Adolescent
Adult
Aged
Algorithms
Child
Child, Preschool
Female
Heart
Humans
Infant
Iron
Liver
Magnetic Resonance Imaging
Male
Middle Aged
Myocardium
Phantoms, Imaging
Reproducibility of Results
Young Adult
John Wiley and Sons Inc
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Résumé
Purpose To validate an automatic algorithm for offline T2∗ measurements, providing robust, vendor-independent T2∗, and uncertainty estimates for iron load quantification in the heart and liver using clinically available imaging sequences. Methods A T2∗ region of interest (ROI)-based algorithm was developed for robustness in an offline setting. Phantom imaging was performed on a 1.5 Tesla system, with clinically available multiecho gradient-recalled-echo (GRE) sequences for cardiac and liver imaging. A T2∗ single-echo GRE sequence was used as reference. Simulations were performed to assess accuracy and precision from 2000 measurements. Inter- and intraobserver variability was obtained in a patient study (n = 23). Results Simulations: Accuracy, in terms of the mean differences between the proposed method and true T2∗ ranged from 0-0.73 ms. Precision, in terms of confidence intervals of repeated measurements, was 0.06-4.74 ms showing agreement between the proposed uncertainty estimate and simulations. Phantom study: Bias and variability were 0.26 ± 4.23 ms (cardiac sequence) and -0.23 ± 1.69 ms (liver sequence). Patient study: Intraobserver variability was similar for experienced and inexperienced observers (0.03 ± 1.44 ms versus 0.16 ± 2.33 ms). Interobserver variability was 1.0 ± 3.77 ms for the heart and -0.52 ± 2.75 ms for the liver. Conclusion The proposed algorithm was shown to provide robust T2∗ measurements and uncertainty estimates over the range of clinically relevant T2∗ values. © 2015 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine.
URI
http://hdl.handle.net/11615/71649
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