Patent ID: 11942224
Assignee: NEUMORA THERAPEUTICS, INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 8:
9. A system for evaluating mental health of patients, the system comprising:
a memory containing machine readable medium comprising machine executable code having stored thereon instructions for performing a method; and
a control system coupled to the memory comprising one or more processors, the control system configured to execute the machine executable code to cause the control system to:
receive a selection of answers associated with a patient, the selection of answers corresponding to each question in a series of questions from mental health questionnaires;
receive, unprocessed MRI data associated with the patient;
and process, using a machine learning model, the selection of answers, and the set of MRI features, to output a mental health indication of the patient,
wherein the machine learning model was generated by:
receiving labeled training data corresponding to a plurality of individuals indicating whether each of the plurality of individuals has one or more mental health disorders, the labeled training data comprising:
MRI data; and
a selection of answers to the series of questions;

determining a plurality of features from the labeled training data;
training an initial machine learning model in a supervised manner, based on the plurality of features;
extracting importance measures for each of the plurality of features, based on the training of the initial machine learning model; and
generating the machine learning model based on the extracted importance measures for the plurality of features.