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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Detalles Bibliográficos
Autores principales: Namburete, A, Stebbing, R, Kemp, B, Yaqub, M, Papageorghiou, A, Alison Noble, J
Formato: Journal article
Lenguaje:English
Publicado: Elsevier 2015