Quantifiable Study of Magnetic Resonance Super Resolution Reconstruction in Placenta Accreta Spectrum Using Image Quality Metrics

Jesse A. Chappell,Nada Mufti, Patrick O’Brien,George Attilakos,Magdalena Sokolska, Priya Narayanan, Rosalind Aughwane,G M Kendall,David Atkinson,Sébastien Ourselin,Anna L. David,Andrew Melbourne

Proceedings 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 Exhibition（2023）

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摘要

Magnetic Resonance Imaging is increasingly used for assessment of placental complications 1 . Here we apply MRI to examine Placenta Accreta Spectrum (PAS) a condition where the placenta is abnormally adherent or invasive. Super-Resolution Reconstruction (SRR) provides a high-resolution 3D reconstruction from 2D MRI slices to improve the visibility of structures for future clinical use 2 . Image Quality metrics allows quantitative evaluation of the SRR images to compare with the original 2D images. These metrics are found to be statistical significant, providing an objective assessment of the SRR images.

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