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A novel approach for high-resolution image reconstruction for in-vivo fetal brain MRI

Abstract : In the present study, we propose an automatic framework for obtaining an accurate representation of the in-vivo fetal brain for the quantification of cerebral volume and cortical surface. One of the biggest challenges in performing non-sedated fetal MRI studies is fetal motion, resulting in motion artifact an poor image quality. To date, most conventional fetal MRI acquisitions will have a 1x1x2mm3 resolution. The challenge is then to recover a high image quality from such volumes, in order to reliably characterize cortical development during intra-uterine life. Typically, three fetal scans are acquired, one in each direction, providing high in-plane resolution slices in each direction. The problem is then to create a single, isotropic high-resolution volume. This reconstruction is detailed herein, as well as results based on synthetic and real fetal data. An example of fetal cortical surface rendering is also presented.
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https://hal.archives-ouvertes.fr/hal-00645477
Contributor : Pierrick Coupé <>
Submitted on : Monday, November 28, 2011 - 10:45:18 AM
Last modification on : Thursday, May 6, 2021 - 10:10:02 AM
Long-term archiving on: : Friday, November 16, 2012 - 12:11:08 PM

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  • HAL Id : hal-00645477, version 1

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Cedric Clouchoux, Pierrick Coupé, José Manjón, Nicolas Guizard, Marine Bouyssi-Kobar, et al.. A novel approach for high-resolution image reconstruction for in-vivo fetal brain MRI. Organization for Human Brain Mapping 2010 Annual Meeting, Jun 2010, United States. ⟨hal-00645477⟩

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