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Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome

OBJECTIVE: Reliable airway patency diagnosis in fetal tracheolaryngeal obstruction is crucial to select and plan ex utero intrapartum treatment (EXIT) surgery. We compared the clinical utility of magnetic resonance imaging (MRI) super-resolution reconstruction (SRR) of the trachea, which can mitigat...

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Autores principales: Mufti, Nada, Ebner, Michael, Patel, Premal, Aertsen, Michael, Gaunt, Trevor, Humphries, Paul D., Bredaki, Fonteini Emmananouella, Hewitt, Richard, Butler, Colin, Sokolska, Magdalena, Kendall, Giles S., Atkinson, David, Vercauteren, Tom, Ourselin, Sebastien, Pandya, Pranav P., Deprest, Jan, Melbourne, Andrew, David, Anna L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8549475/
https://www.ncbi.nlm.nih.gov/pubmed/34723053
http://dx.doi.org/10.1177/2473974X211055372
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author Mufti, Nada
Ebner, Michael
Patel, Premal
Aertsen, Michael
Gaunt, Trevor
Humphries, Paul D.
Bredaki, Fonteini Emmananouella
Hewitt, Richard
Butler, Colin
Sokolska, Magdalena
Kendall, Giles S.
Atkinson, David
Vercauteren, Tom
Ourselin, Sebastien
Pandya, Pranav P.
Deprest, Jan
Melbourne, Andrew
David, Anna L.
author_facet Mufti, Nada
Ebner, Michael
Patel, Premal
Aertsen, Michael
Gaunt, Trevor
Humphries, Paul D.
Bredaki, Fonteini Emmananouella
Hewitt, Richard
Butler, Colin
Sokolska, Magdalena
Kendall, Giles S.
Atkinson, David
Vercauteren, Tom
Ourselin, Sebastien
Pandya, Pranav P.
Deprest, Jan
Melbourne, Andrew
David, Anna L.
author_sort Mufti, Nada
collection PubMed
description OBJECTIVE: Reliable airway patency diagnosis in fetal tracheolaryngeal obstruction is crucial to select and plan ex utero intrapartum treatment (EXIT) surgery. We compared the clinical utility of magnetic resonance imaging (MRI) super-resolution reconstruction (SRR) of the trachea, which can mitigate unpredictable fetal motion effects, with standard 2-dimensional (2D) MRI for airway patency diagnosis and assessment of fetal neck mass anatomy. STUDY DESIGN: A single-center case series of 7 consecutive singleton pregnancies with complex upper airway obstruction (2013-2019). SETTING: A tertiary fetal medicine unit performing EXIT surgery. METHODS: MRI SRR of the trachea was performed involving rigid motion correction of acquired 2D MRI slices combined with robust outlier detection to reconstruct an isotropic high-resolution volume. SRR, 2D MRI, and paired data were blindly assessed by 3 radiologists in 3 experimental rounds. RESULTS: Airway patency was correctly diagnosed in 4 of 7 cases (57%) with 2D MRI as compared with 2 of 7 cases (29%) with SRR alone or paired 2D MRI and SRR. Radiologists were more confident (P = .026) in airway patency diagnosis when using 2D MRI than SRR. Anatomic clarity was higher with SRR (P = .027) or paired data (P = .041) in comparison with 2D MRI alone. Radiologists detected further anatomic details by using paired images versus 2D MRI alone (P < .001). Cognitive load, as assessed by the NASA Task Load Index, was increased with paired or SRR data in comparison with 2D MRI. CONCLUSION: The addition of SRR to 2D MRI does not increase fetal airway patency diagnostic accuracy but does provide improved anatomic information, which may benefit surgical planning of EXIT procedures.
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spelling pubmed-85494752021-10-28 Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome Mufti, Nada Ebner, Michael Patel, Premal Aertsen, Michael Gaunt, Trevor Humphries, Paul D. Bredaki, Fonteini Emmananouella Hewitt, Richard Butler, Colin Sokolska, Magdalena Kendall, Giles S. Atkinson, David Vercauteren, Tom Ourselin, Sebastien Pandya, Pranav P. Deprest, Jan Melbourne, Andrew David, Anna L. OTO Open Original Research OBJECTIVE: Reliable airway patency diagnosis in fetal tracheolaryngeal obstruction is crucial to select and plan ex utero intrapartum treatment (EXIT) surgery. We compared the clinical utility of magnetic resonance imaging (MRI) super-resolution reconstruction (SRR) of the trachea, which can mitigate unpredictable fetal motion effects, with standard 2-dimensional (2D) MRI for airway patency diagnosis and assessment of fetal neck mass anatomy. STUDY DESIGN: A single-center case series of 7 consecutive singleton pregnancies with complex upper airway obstruction (2013-2019). SETTING: A tertiary fetal medicine unit performing EXIT surgery. METHODS: MRI SRR of the trachea was performed involving rigid motion correction of acquired 2D MRI slices combined with robust outlier detection to reconstruct an isotropic high-resolution volume. SRR, 2D MRI, and paired data were blindly assessed by 3 radiologists in 3 experimental rounds. RESULTS: Airway patency was correctly diagnosed in 4 of 7 cases (57%) with 2D MRI as compared with 2 of 7 cases (29%) with SRR alone or paired 2D MRI and SRR. Radiologists were more confident (P = .026) in airway patency diagnosis when using 2D MRI than SRR. Anatomic clarity was higher with SRR (P = .027) or paired data (P = .041) in comparison with 2D MRI alone. Radiologists detected further anatomic details by using paired images versus 2D MRI alone (P < .001). Cognitive load, as assessed by the NASA Task Load Index, was increased with paired or SRR data in comparison with 2D MRI. CONCLUSION: The addition of SRR to 2D MRI does not increase fetal airway patency diagnostic accuracy but does provide improved anatomic information, which may benefit surgical planning of EXIT procedures. SAGE Publications 2021-10-25 /pmc/articles/PMC8549475/ /pubmed/34723053 http://dx.doi.org/10.1177/2473974X211055372 Text en © The Authors 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Mufti, Nada
Ebner, Michael
Patel, Premal
Aertsen, Michael
Gaunt, Trevor
Humphries, Paul D.
Bredaki, Fonteini Emmananouella
Hewitt, Richard
Butler, Colin
Sokolska, Magdalena
Kendall, Giles S.
Atkinson, David
Vercauteren, Tom
Ourselin, Sebastien
Pandya, Pranav P.
Deprest, Jan
Melbourne, Andrew
David, Anna L.
Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome
title Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome
title_full Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome
title_fullStr Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome
title_full_unstemmed Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome
title_short Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome
title_sort super-resolution reconstruction mri application in fetal neck masses and congenital high airway obstruction syndrome
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8549475/
https://www.ncbi.nlm.nih.gov/pubmed/34723053
http://dx.doi.org/10.1177/2473974X211055372
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