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Learning-based prediction of gestational age from ultrasound images of the fetal brain

We propose an automated framework for predicting gestational age (GA) and neurodevelopmental maturation of a fetus based on 3D ultrasound (US) brain image appearance. Our method capitalizes on age-related sonographic image patterns in conjunction with clinical measurements to develop, for the first...

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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Namburete, Ana I.L., Stebbing, Richard V., Kemp, Bryn, Yaqub, Mohammad, Papageorghiou, Aris T., Alison Noble, J.
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4339204/
https://ncbi.nlm.nih.gov/pubmed/25624045
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2014.12.006
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