Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
562-05-013 ISMRM Abstract

First External Validation of Automated Slice-to-Volume Reconstruction and Automated Lung Volumetry in Fetal MR Imaging

Primary: Analysis Methods - Segmentation and Detection
Secondary: Pediatrics - Fetal
562-05-013 · Fetal and Neonatal Imaging · Wednesday, 13 May, 4:00 PM–4:55 PM · Digital Posters Row C
Keywords: Slice-to-volume reconstruction Clinical application Automated segmentation Automatic reporting Fetal Lung
Accepted
Rabea Klaar1,2, Sara Neves Silva 3,4, Gloria Biechele1, Sarah Schlaeger1, Alina Priller1, Alena Uus3,4, Jana Hutter3,4,5,6,7,8, Sophia Stoecklein1,2
1Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
2Comprehensive Pneumology Center (CPC-M), German Center for Lung Research (DZL), Munich, Germany
3Early Life Imaging Research Department, School of Biomedical Engineering & Imaging Sciences, King's College London, London, United Kingdom
4Imaging Physics and Engineering Department, School of Biomedical Engineering & Imaging Sciences, King's College London, London, United Kingdom
5Smart Imaging Lab, Radiological Institute, University Hospital Erlangen (UKER), Erlangen, Germany
6Institute for Diagnostic Radiology, University Hospital Erlangen (UKER), Erlangen, Germany
7Bavarian Cancer Research Center (BZKF), Munich, Germany
8Institute for Women's Health, University Hospital Erlangen (UKER), Erlangen, Germany
Presenting Author: Sara Neves Silva

Synopsis

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References

1. Meyers ML, Garcia JR, Blough KL, Zhang W, Cassady CI, Mehollin-Ray AR. Fetal Lung Volumes by MRI: Normal Weekly Values From 18 Through 38 Weeks' Gestation. AJR Am J Roentgenol. 2018;211(2):432-438. doi:10.2214/AJR.17.19469 [doi]
2. Uus A, Neves Silva S, Aviles Verdera J, et al. Scanner-based real-time three-dimensional brain + body slice-to-volume reconstruction for T2-weighted 0.55-T low-field fetal magnetic resonance imaging. Pediatr Radiol. 2025;55(3):556-569. doi:10.1007/s00247-025-06165-x [doi]
3. Uus A, Zhang T, Jackson LH, et al. Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI. IEEE Trans Med Imaging. 2020;39(9):2750-2759. doi:10.1109/TMI.2020.2974844 [doi]
4. Uus AU, Zampieri CA, Downes F, et al. Towards Automated Multi-regional Lung Parcellation for 0.55-3 T 3D T2w Fetal MRI. In: Perinatal, Preterm and Paediatric Image Analysis. PIPPI 2024. Lecture Notes in Computer Science, vol 14747. Cham, Switzerland: Springer; 2025:119-129. doi:10.1007/978-3-031-73260-7_11 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/562-05-013