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Small Sample Deep Learning for Newborn Gestational Age Estimation
2017
2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)
A baby's gestational age determines whether or not they are preterm, which helps clinicians decide on suitable post-natal treatment. The most accurate dating methods use Ultrasound Scan (USS) machines, but these machines are expensive, require trained personnel and cannot always be deployed to remote areas. In the absence of USS, the Ballard Score can be used, which is a manual postnatal dating method. However, this method is highly subjective and results can vary widely depending on the
doi:10.1109/fg.2017.19
dblp:conf/fgr/TorresVHWS17
fatcat:ljalfo533vebbajqm4fcyccptu