公开(公告)号：US12150789B2

公开(公告)日：2024-11-26

申请号：US17805366

申请日：2022-06-03

Applicant: Optum, Inc.

Inventor： David Alexander Dickie

IPC: A61B5/00 ,  A61B5/055 ,  G06T7/00 ,  G06T7/11 ,  G06V10/762

Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive recommendations using an MRI acquisition set associated with a common target object. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive recommendations based at least in part on an MRI set and utilizing one or more of techniques using image preprocessing models, techniques using image segmentation models, techniques using voxel integrity score generation machine learning models, and techniques using integrity score normalization models.

公开(公告)号：US20230389879A1

公开(公告)日：2023-12-07

申请号：US17805366

申请日：2022-06-03

Applicant: Optum, Inc.

Inventor： David Alexander Dickie

IPC: A61B5/00 ,  G06T7/00 ,  G06T7/11 ,  G06V10/762 ,  A61B5/055

CPC classification number: A61B5/7275 ,  G06T7/0012 ,  G06T7/11 ,  G06V10/762 ,  A61B5/055 ,  A61B5/0042 ,  G06T2207/10088 ,  G06T2207/30016 ,  G06T2207/20081 ,  G06V2201/031 ,  G06T2200/04 ,  A61B2576/026

Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive recommendations using an MRI acquisition set associated with a common target object. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive recommendations based at least in part on an MRI set and utilizing one or more of techniques using image preprocessing models, techniques using image segmentation models, techniques using voxel integrity score generation machine learning models, and techniques using integrity score normalization models.