Deep Learning–Based Reconstruction of 3D T1 SPACE Vessel Wall Imaging Provides Improved Image Quality with Reduced Scan Times: A Preliminary Study

Girish Bathla; Steven A. Messina; David F. Black; John C. Benson; Peter Kollasch; Marcel D. Nickel; Neetu Soni; Brian C. Rucker; Ian T. Mark; Felix E. Diehn; Amit K. Agarwal

doi:10.3174/ajnr.A8382

Research ArticleNeurovascular/Stroke Imaging

Deep Learning–Based Reconstruction of 3D T1 SPACE Vessel Wall Imaging Provides Improved Image Quality with Reduced Scan Times: A Preliminary Study

Girish Bathla, Steven A. Messina, David F. Black, John C. Benson, Peter Kollasch, Marcel D. Nickel, Neetu Soni, Brian C. Rucker, Ian T. Mark, Felix E. Diehn and Amit K. Agarwal

American Journal of Neuroradiology November 2024, 45 (11) 1655-1660; DOI: https://doi.org/10.3174/ajnr.A8382

Girish Bathla

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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Steven A. Messina

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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David F. Black

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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John C. Benson

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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Peter Kollasch

bSiemens Healthineers AG (P.K., M.D.N.), Forchheim, Germany

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Marcel D. Nickel

bSiemens Healthineers AG (P.K., M.D.N.), Forchheim, Germany

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Neetu Soni

cDepartment of Radiology (N.S., A.K.A.), Mayo Clinic, Jacksonville, Florida

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Brian C. Rucker

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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Ian T. Mark

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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Felix E. Diehn

aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota

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Amit K. Agarwal

cDepartment of Radiology (N.S., A.K.A.), Mayo Clinic, Jacksonville, Florida

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vol. 45 no. 11 1655-1660

DOI

https://doi.org/10.3174/ajnr.A8382

PubMed

38889969

Published By

American Journal of Neuroradiology

Print ISSN

0195-6108

Online ISSN

1936-959X

History

Received April 17, 2024
Accepted after revision June 6, 2024
Published online November 7, 2024.

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Latest version (June 18, 2024 - 10:38).
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Author Information

Girish Bathlaa,
Steven A. Messinaa,
David F. Blacka,
John C. Bensona,
Peter Kollaschb,
Marcel D. Nickelb,
Neetu Sonic,
Brian C. Ruckera,
Ian T. Marka,
Felix E. Diehna and
Amit K. Agarwalc

^aFrom the Department of Radiology (G.B., S.A.M., D.F.B., J.C.B., B.C.R., I.T.M., F.E.D.), Mayo Clinic, Rochester, Minnesota
^bSiemens Healthineers AG (P.K., M.D.N.), Forchheim, Germany
^cDepartment of Radiology (N.S., A.K.A.), Mayo Clinic, Jacksonville, Florida

Please address correspondence to Neetu Soni, MD, Department of Radiology, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 55902; e-mail: soni.neetu{at}mayo.edu; @GBathlaMD; @AmitAgarwalMD; @NeetuSo27437480

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Girish Bathla, Steven A. Messina, David F. Black, John C. Benson, Peter Kollasch, Marcel D. Nickel, Neetu Soni, Brian C. Rucker, Ian T. Mark, Felix E. Diehn, Amit K. Agarwal

Deep Learning–Based Reconstruction of 3D T1 SPACE Vessel Wall Imaging Provides Improved Image Quality with Reduced Scan Times: A Preliminary Study

American Journal of Neuroradiology Nov 2024, 45 (11) 1655-1660; DOI: 10.3174/ajnr.A8382

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Deep Learning for 3D Vessel Wall Imaging

Girish Bathla, Steven A. Messina, David F. Black, John C. Benson, Peter Kollasch, Marcel D. Nickel, Neetu Soni, Brian C. Rucker, Ian T. Mark, Felix E. Diehn, Amit K. Agarwal

American Journal of Neuroradiology Nov 2024, 45 (11) 1655-1660; DOI: 10.3174/ajnr.A8382

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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

Evaluating Undersampling Schemes and Deep Learning Reconstructions for High-Resolution 3D Double Echo Steady State Knee Imaging at 7 T: A Comparison Between GRAPPA, CAIPIRINHA, and Compressed Sensing

Thomas Marth, Adrian Alexander Marth, Georg Wilhelm Kajdi, Marcel Dominik Nickel, Dominik Paul, Reto Sutter, Daniel Nanz, Constantin von Deuster

Investigative Radiology 2025
Individually optimized dynamic parallel transmit pulses for 3D high‐resolution SPACE imaging at 7T

Gian Franco Piredda, Emilie Sleight, Thomas Yu, Antoine Klauser, Natalia Pato Montemayor, Jocelyn Philippe, Lina Bacha, Tommaso Di Noto, Bénédicte Maréchal, Patrick A. Liebig, Dominik Nickel, Tobias Kober, Tom Hilbert, Robin M. Heidemann, Jürgen Herrler

Magnetic Resonance in Medicine 2025

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