Fetal Brain Ultrasound Image Classification Using Deep Learning

The use of prenatal ultrasonography for fetal
assessment and the detection of abnormalities is on the
rise. This necessitates further anatomical studies of the
fetus. Ultrasound is able to identify most major structural
abnormalities in the developing fetus. Fifteen percent of
infants are born with minor abnormalities. A greater
incidence of even very modest birth defects is related with
an elevated chance of major abnormalities. A lot of
structural defects may be fixed if identified early, but
manual diagnosis is tedious, time-consuming, and errorprone. So, using a program might speed up the diagnostic
process and reduce the possibility of making a mistake.