An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI

Ebner, Michael; Wang, Guotai; Li, Wenqi; Aertsen, Michaël; A. Patel, Premal; Aughwane, Rosalind; Melbourne, Andrew; Doel, Tom; Dymarkowski, Steven; De Coppi, Paolo; L. David, Anna; Deprest, Jan; Ourselin, Sébastien; Vercauteren, Tom

doi:10.1016/j.neuroimage.2019.116324

Public

An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI

Published in NeuroImage • Nov 6, 2019

Authors:

Michael Ebner

Guotai Wang

Wenqi Li

Abstract

High-resolution volume reconstruction from multiple motion-corrupted stacks of 2D slices plays an increasing role for fetal brain Magnetic Resonance Imaging (MRI) studies. Currently existing reconstruction methods are time-consuming and often require user interactions to localize and extract the bra...

Subject

Segmentation

Computer science

Artificial intelligence

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