Machine Learning Algorithms for Classification of First-Trimester Fetal Brain Ultrasound Images.

Stav GoferOren HaikRon MaymonYinon GilboaSharon Perlman

Published in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2021)

Our study demonstrates the feasibility of using ML algorithms to classify first-trimester fetal brain ultrasound images and lay the foundation for earlier diagnosis of fetal brain abnormalities.

Keyphrases

machine learning
deep learning
resting state
white matter
artificial intelligence
convolutional neural network
magnetic resonance imaging
functional connectivity
big data
cerebral ischemia
brain injury