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

C B N TranPierre NedelecDavid A WeissJeffrey D RudieL KiniLeo P SugrueOrit A GlennChristopher P HessAndreas 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
  • birth weight
  • preterm birth
  • artificial intelligence
  • machine learning
  • convolutional neural network
  • optic nerve