Mask-R[Formula: see text]CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images.

Sara MocciaMaria Chiara FiorentinoEmanuele Frontoni

Published in: International journal of computer assisted radiology and surgery (2021)

With this work, we proposed an end-to-end model for HC distance-field regression. With our experimental results, we showed that Mask-R[Formula: see text]CNN may be an effective support for clinicians for assessing fetal growth.

Keyphrases

convolutional neural network
positive airway pressure
human milk
smoking cessation
deep learning
magnetic resonance imaging
palliative care
optical coherence tomography
computed tomography
optic nerve
low birth weight
preterm infants
preterm birth