Towards automatic US-MR fetal brain image registration with learning-based methods

Towards automatic US-MR fetal brain image registration with learning-based methods

Fetal brain imaging is essential for prenatal care, with ultrasound (US) and magnetic resonance imaging (MRI) providing complementary strengths. While MRI has superior soft tissue contrast, US offers portable and inexpensive screening of neurological abnormalities. Despite the great potential synerg...

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Bibliographic Details
Main Authors: Qi Zeng, Weide Liu, Bo Li, Ryne Didier, P. Ellen Grant, Davood Karimi
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:NeuroImage
Subjects:
Fetal brain imaging
Ultrasound
MRI
Image registration
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811925001065
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