IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data

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Noga Kertes, Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon K. Warfield, Moti Freiman

Published: 01 Jan 2025, Last Modified: 17 Nov 2025Medical Image Anal. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Deep learning based joint motion correction and signal decay parameter estimation.•A novel loss ensuring physically sound deformations aligned with the signal decay.•Full evaluation of our approach, covering accuracy and clinical fetal lung maturity.•Open-source code for motion-compensated IVIM analysis of DWI data.