Patent ID: 11941806
Assignee: GE PRECISION HEALTHCARE LLC
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 14:
15. A system comprising:
one or more processing circuits are configured to apply automated assessment for a fetus based on imaging data obtained during medical imaging examination of the fetus, wherein the applying the automated assessment comprises:
processing imaging data corresponding to a plurality of a cross-section imaging slices corresponding to a limb of the fetus, wherein the processing comprises for each imaging slice:
automatically generating a predicted outer mask corresponding to the contour of the limb cross-section based on application of a first pre-trained model to imaging data corresponding to the imaging slice; and
automatically generating a segmentation of fat-lean mask for the imaging slice based on application of a second pre-trained model to both of the imaging data corresponding to the imaging slice and the generated predicted outer mask; and

applying based on the processing of the imaging data corresponding to the plurality of the cross-section imaging slices:
a fractional limb volume assessment; and
a fat-lean mass assessment;

wherein each of the first pre-trained model and the second pre-trained model comprises artificial intelligence (AI) based model.