公开(公告)号：US11798161B2

公开(公告)日：2023-10-24

申请号：US17104659

申请日：2020-11-25

Applicant: KOH YOUNG TECHNOLOGY INC.

Inventor： Kenneth Mark Sullivan ,  Jaedu Cho ,  Xing Zheng ,  Jin Man Kang

IPC: G06T7/00 ,  G06T7/11

CPC classification number: G06T7/0012 ,  G06T7/11 ,  G06T2207/10088 ,  G06T2207/30016

Abstract: A method, performed by a computer, for volumetrically determining a mid-sagittal plane (MSP) from a plurality of magnetic resonance (MR) images of a brain is disclosed. The plurality of MR images is received and converted into a 3D volume image defined in a 3D coordinate space. Semantic segmentation of an anterior commissure (AC) region, a posterior commissure (PC) region, and a third ventricle region in the 3D volume image is performed based on a pre-trained segmentation model to generate a 3D mask image labeled with the AC region, the PC region, and the third ventricle region. Based on the labeled 3D mask image, a 3D volumetric image of the segmented third ventricle region is constructed. The MSP is determined based on the 3D volumetric image of the third ventricle region.