Clinical brain network identification device

Abstract

CLINICAL BRAIN NETWORK IDENTIFICATION DEVICE Abstract Disclosed herein is a clinical brain network identification device that includes: a pre- processing module for conditioning sensed data from at least one patient; a storage medium for storing conditioned sensed data and corresponding patient metadata; a stochastic data selection module for selecting data from said storage medium that is conditioned sensed data and patient metadata relating to a set of patients; a brain network dynamics generator for receiving clinical scores and stimulus data and generating brain network dynamics being probabilities of a brain state being active at a point in time; a brain network pattern generator for generating brain network patterns, based on said selected data; a brain state inference module for determining inferred brain states based on sensed data and brain network patterns and brain network dynamics; and a therapeutic group prediction module for producing a set of therapeutic group assignments based on inferred brain states. CLINICAL BRAIN NETWORK IDENTIFICATION DEVICE 20 26 20 55 45 13 J ul 2 02 6 C L I N I C A L B R A I N N E T W O R K I D E N T I F I C A T I O N D E V I C E 2 0 2 6 2 0 5 5 4 5 1 3 J u l 2 0 2 6

Images