Automatic biometry of fetal brain MRIs using deep and machine learning techniques

Abstract Linear biometric measurements on magnetic resonance images are important for the assessment of fetal brain development, which is expert knowledge dependent and laborious. This study aims to construct a segmentation-based method for automatic two-dimensional biometric measurements of fetal b...

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Bibliographic Details
Main Authors: Jiayan She, Haiying Huang, Zhijun Ye, Wei Huang, Yan Sun, Chuan Liu, Weilin Yang, Jiaxi Wang, Pengfei Ye, Lei Zhang, Gang Ning
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-43867-4