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Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)

OBJECTIVES: To evaluate the effect of automated registration in delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) of the knee on the occurrence of movement artefacts on the T1 map and the reproducibility of region-of-interest (ROI)-based measurements. METHODS: Eleven patients with early-stage k...

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Autores principales: Bron, Esther E., van Tiel, Jasper, Smit, Henk, Poot, Dirk H. J., Niessen, Wiro J., Krestin, Gabriel P., Weinans, Harrie, Oei, Edwin H. G., Kotek, Gyula, Klein, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer-Verlag 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3517708/
https://www.ncbi.nlm.nih.gov/pubmed/22865226
http://dx.doi.org/10.1007/s00330-012-2590-3
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author Bron, Esther E.
van Tiel, Jasper
Smit, Henk
Poot, Dirk H. J.
Niessen, Wiro J.
Krestin, Gabriel P.
Weinans, Harrie
Oei, Edwin H. G.
Kotek, Gyula
Klein, Stefan
author_facet Bron, Esther E.
van Tiel, Jasper
Smit, Henk
Poot, Dirk H. J.
Niessen, Wiro J.
Krestin, Gabriel P.
Weinans, Harrie
Oei, Edwin H. G.
Kotek, Gyula
Klein, Stefan
author_sort Bron, Esther E.
collection PubMed
description OBJECTIVES: To evaluate the effect of automated registration in delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) of the knee on the occurrence of movement artefacts on the T1 map and the reproducibility of region-of-interest (ROI)-based measurements. METHODS: Eleven patients with early-stage knee osteoarthritis and ten healthy controls underwent dGEMRIC twice at 3 T. Controls underwent unenhanced imaging. ROIs were manually drawn on the femoral and tibial cartilage. T1 calculation was performed with and without registration of the T1-weighted images. Automated three-dimensional rigid registration was performed on the femur and tibia cartilage separately. Registration quality was evaluated using the square root Cramér–Rao lower bound (CRLB(σ)). Additionally, the reproducibility of dGEMRIC was assessed by comparing automated registration with manual slice-matching. RESULTS: Automated registration of the T1-weighted images improved the T1 maps as the 90% percentile of the CRLB(σ) was significantly (P < 0.05) reduced with a median reduction of 55.8 ms (patients) and 112.9 ms (controls). Manual matching and automated registration of the re-imaged T1 map gave comparable intraclass correlation coefficients of respectively 0.89/0.90 (patients) and 0.85/0.85 (controls). CONCLUSIONS: Registration in dGEMRIC reduces movement artefacts on T1 maps and provides a good alternative to manual slice-matching in longitudinal studies. KEY POINTS: • Quantitative MRI is increasingly used for biomedical assessment of knee articular cartilage • Image registration leads to more accurate quantification of cartilage quality and damage • Movement artefacts in delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) are reduced • Automated image registration successfully aligns baseline and follow-up dGEMRIC examinations • Reproducibility of dGEMRIC with registration is similar to that using manual slice-matching
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spelling pubmed-35177082012-12-11 Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) Bron, Esther E. van Tiel, Jasper Smit, Henk Poot, Dirk H. J. Niessen, Wiro J. Krestin, Gabriel P. Weinans, Harrie Oei, Edwin H. G. Kotek, Gyula Klein, Stefan Eur Radiol Musculoskeletal OBJECTIVES: To evaluate the effect of automated registration in delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) of the knee on the occurrence of movement artefacts on the T1 map and the reproducibility of region-of-interest (ROI)-based measurements. METHODS: Eleven patients with early-stage knee osteoarthritis and ten healthy controls underwent dGEMRIC twice at 3 T. Controls underwent unenhanced imaging. ROIs were manually drawn on the femoral and tibial cartilage. T1 calculation was performed with and without registration of the T1-weighted images. Automated three-dimensional rigid registration was performed on the femur and tibia cartilage separately. Registration quality was evaluated using the square root Cramér–Rao lower bound (CRLB(σ)). Additionally, the reproducibility of dGEMRIC was assessed by comparing automated registration with manual slice-matching. RESULTS: Automated registration of the T1-weighted images improved the T1 maps as the 90% percentile of the CRLB(σ) was significantly (P < 0.05) reduced with a median reduction of 55.8 ms (patients) and 112.9 ms (controls). Manual matching and automated registration of the re-imaged T1 map gave comparable intraclass correlation coefficients of respectively 0.89/0.90 (patients) and 0.85/0.85 (controls). CONCLUSIONS: Registration in dGEMRIC reduces movement artefacts on T1 maps and provides a good alternative to manual slice-matching in longitudinal studies. KEY POINTS: • Quantitative MRI is increasingly used for biomedical assessment of knee articular cartilage • Image registration leads to more accurate quantification of cartilage quality and damage • Movement artefacts in delayed gadolinium-enhanced MRI of cartilage (dGEMRIC) are reduced • Automated image registration successfully aligns baseline and follow-up dGEMRIC examinations • Reproducibility of dGEMRIC with registration is similar to that using manual slice-matching Springer-Verlag 2012-08-04 2013-01 /pmc/articles/PMC3517708/ /pubmed/22865226 http://dx.doi.org/10.1007/s00330-012-2590-3 Text en © European Society of Radiology 2012
spellingShingle Musculoskeletal
Bron, Esther E.
van Tiel, Jasper
Smit, Henk
Poot, Dirk H. J.
Niessen, Wiro J.
Krestin, Gabriel P.
Weinans, Harrie
Oei, Edwin H. G.
Kotek, Gyula
Klein, Stefan
Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
title Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
title_full Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
title_fullStr Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
title_full_unstemmed Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
title_short Image registration improves human knee cartilage T1 mapping with delayed gadolinium-enhanced MRI of cartilage (dGEMRIC)
title_sort image registration improves human knee cartilage t1 mapping with delayed gadolinium-enhanced mri of cartilage (dgemric)
topic Musculoskeletal
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3517708/
https://www.ncbi.nlm.nih.gov/pubmed/22865226
http://dx.doi.org/10.1007/s00330-012-2590-3
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