公开(公告)号：US20210319539A1

公开(公告)日：2021-10-14

申请号：US17211511

申请日：2021-03-24

Applicant: GE Precision Healthcare LLC

Inventor： Apoorva Agarwal ,  Jignesh Dholakia ,  Dheeraj Kulkarni ,  Deepthi S.

IPC: G06T5/00 ,  G06T5/50 ,  G06N3/08 ,  G06N20/00 ,  G06T7/00 ,  G06T7/194

Abstract: Method (1000) and system (100) for image processing for a medical device is provided. The method (1000) includes acquiring (1010) a plurality of images of a subject using an image acquisition system (110) of the medical device. The method (1000) further includes identifying and differentiating (1020) a plurality of background pixels and a plurality of foreground pixels in the images using the deep learning module (125). The method (1000) further includes suppressing (1030) the identified background pixels using a mask and processing the foreground pixels for subsequent reconstruction and/or visualization tasks.

公开(公告)号：US12272034B2

公开(公告)日：2025-04-08

申请号：US17211511

申请日：2021-03-24

Applicant: GE Precision Healthcare LLC

Inventor： Apoorva Agarwal ,  Jignesh Dholakia ,  Dheeraj Kulkarni ,  Deepthi S.

IPC: G06T5/75 ,  G06N3/08 ,  G06N20/00 ,  G06T5/50 ,  G06T7/00 ,  G06T7/194

Abstract: Method (1000) and system (100) for image processing for a medical device is provided. The method (1000) includes acquiring (1010) a plurality of images of a subject using an image acquisition system (110) of the medical device. The method (1000) further includes identifying and differentiating (1020) a plurality of background pixels and a plurality of foreground pixels in the images using the deep learning module (125). The method (1000) further includes suppressing (1030) the identified background pixels using a mask and processing the foreground pixels for subsequent reconstruction and/or visualization tasks.