Chappell, J;
Sokolska, M;
Aughwane, R;
Clark, AR;
Ourselin, S;
David, AL;
Melbourne, A;
(2023)
Visualization and Quantification of Placental Vasculature Using MRI.
In: Link-Sourani, Daphna and Turk, Esra Abaci and Macgowan, Christopher K and Hutter, Jana and Melbourne, Andrew and Licandro, Roxane, (eds.)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
(pp. pp. 88-97).
Springer Nature: Cham, Switzerland.
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Abstract
Visualization of the placental vasculature in vivo is important for parameterization of placental function which is related to obstetric pathologies such as fetal growth restriction (FGR). However, most analysis of this vasculature is conducted ex vivo after delivery of the placenta. The aim of this study was to determine whether in vivo MRI imaging can accurately quantify the feto-placental vasculature, and to determine the impact of MRI contrast on its identification. Six different MRI contrasts were compared across 10 different cases. Image quality metrics were calculated, and analysis of vasculature segmentations performed. Measures of assessment included the vessel radius distribution, vessel connectivity and the identification of vessel loops. T2 HASTE imaging performed the best both qualitatively, and quantitatively for PSNR and connectivity measures. A larger number of segmented branches at the smallest radii were observed, indicative of a richer description of the in vivo vascular tree. These were then mapped to MR perfusion fraction measurements from intra-voxel incoherent motion (IVIM) MRI. Mapped results were compared to measures extracted from gold-standard ex vivo micro-CT of the placenta and showed similar vessel density patterns suggesting that placental vessel analysis may be feasible in vivo.
| Type: | Proceedings paper |
|---|---|
| Title: | Visualization and Quantification of Placental Vasculature Using MRI |
| Event: | PIPPI 2023 |
| Location: | Vancouver, BC, Canada |
| ISBN-13: | 9783031455438 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1007/978-3-031-45544-5_8 |
| Publisher version: | http://dx.doi.org/10.1007/978-3-031-45544-5_8 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Placenta, Vasculature, Segmentation, Placental MRI |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL EGA Institute for Womens Health UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL EGA Institute for Womens Health > Maternal and Fetal Medicine |
| URI: | https://discovery-pp.ucl.ac.uk/id/eprint/10185133 |
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