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August 14, 2024Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition0 citations

Fetal brain Super-Resolution Reconstruction reliability from clinical MRI data

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TCTommaso CiceriLSLetizia SquarcinaAFAdele Ferro

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Abstract

In this study, we characterized the geometric reliability of the Super-Resolution (SR) images reconstructed via NiftyMIC and MIALSRTK toolkits over a common clinical fetal MR dataset (20-21 weeks of gestation). We compare 15 biometric measures derived from the acquired 2D images with those derived from the SR brain volumes. Furthermore, we examined two different acquisition sequences (TSE Vs. b-FFE) to evaluate which of them lead to more reliable measures and high-resolution reconstructions. Our findings strengthen the adoption of SR toolkits for fetal brain reconstructions to perform biometry evaluations, suggesting to use TSE sequences.

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Cite This Study

Ciceri et al. (2024) studied this question.

synapsesocial.com/papers/68e5c61db6db64358755c3f2https://doi.org/10.58530/2023/2339
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1FetalSR: Super-resolving High-isotropic-resolution Image Volume from Single Thick-slice Stack with Deep Learning for Fetal Brain Morphometry2025
  2. 2Robustness and Diagnostic Performance of Super-Resolution Fetal Brain MRI2025
  3. 3Biometry and volumetry in multi-centric fetal brain magnetic resonance imaging: assessing the bias of super-resolution reconstruction2025 · 2 citations
  4. 4Biometry and volumetry in multi-centric fetal brain MRI: assessing the bias of super-resolution reconstruction2024 · 3 citations
  5. 5Automated Fetal Brain Segmentation in Slice to Volume Reconstruction in Clinical Practice2026