公开(公告)号：US20240293026A1

公开(公告)日：2024-09-05

申请号：US18572809

申请日：2022-06-22

Applicant: Sheba Impact Ltd.

Inventor： Abigail LIVNY-EZER ,  Inbar MENINGHER ,  Gregory BERLINERBLAU ,  Reut Moran RAIZMAN

IPC: A61B5/00 ,  A61B5/055

CPC classification number: A61B5/0042 ,  A61B5/055 ,  A61B5/7267

Abstract: A method of determining a condition of a subject comprises receiving functional magnetic resonance (MR) data and structural MR data, each describing the brain of the subject. A subject-specific functional connectome (FC) is constructed using the functional MR data, and a subject-specific structural connectome (SC) is constructed using the structural MR data. A convolutional neural network (CNN) is fed with the subject-specific FC and SC. The CNN has a first set of layers that separately process the subject-specific FC and SC, and a second set of layers that process combined outputs from the first set of layers. An output indicative of the condition of the subject is received from the second set of layers of the CNN.