公开(公告)号：US20250061605A1

公开(公告)日：2025-02-20

申请号：US18450196

申请日：2023-08-15

Applicant: GE Precision Healthcare LLC

Inventor： Sandeep Dutta ,  Christopher Philip Bridge ,  Charles Jiali Lu ,  Mitchel B Harris ,  Bharti Khurana ,  Praveer Singh ,  Mehak Aggarwal ,  Sujay Shivanand Kakarmath ,  Ashwin Vaswani ,  Amy Deubig ,  Saad Sirohey ,  Jayashree Kalpathy-Cramer

IPC: G06T7/73 ,  G06T7/00 ,  G16H30/40 ,  G16H50/50

Abstract: Systems or techniques that facilitate hybrid 3D-to-2D slice-wise object localization ensembles are provided. In various embodiments, a system can access at least one three-dimensional voxel array. In various aspects, the system can localize, via execution of a deep learning ensemble, an object depicted in the at least one three-dimensional voxel array. In various instances, the deep learning ensemble can receive as input the at least one three-dimensional voxel array. In various cases, the deep learning ensemble can produce as output a set of two-dimensional object location indicators respectively corresponding to a set of two-dimensional slices of the at least one three-dimensional voxel array.