Development of Gestational Age-Based Fetal Brain and Intracranial Volume Reference Norms Using Deep Learning.

C B N Tran Pierre Nedelec David A Weiss Jeffrey D RudieL KiniLeo P Sugrue Orit A Glenn Christopher P Hess Andreas M Rauschecker

Published in: AJNR. American journal of neuroradiology (2022)

Deep learning techniques can quickly and accurately quantify intracranial and brain volumes on clinical fetal brain MRIs and identify abnormal volumes on the basis of a normative reference standard.

Keyphrases

deep learning
gestational age
resting state
white matter
functional connectivity
preterm birth
birth weight
artificial intelligence
machine learning
convolutional neural network
optic nerve
body mass index
brain injury