Ragnhild Holden Helland

Deep learning for automatic segmentation of the gestational sac and yolk sac from 3D ultrasound in early pregnancy

Abstract The current standard manual measurements from 2D ultrasound in the early weeks of pregnancy are operator-dependent and subject to inter- and intra-rater variability, particularly for the non-spherical gestational sac. This leads to diagnostic uncertainty, prolonged follo...