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

Claim 15:
16. A computer-implemented method, comprising:
displaying a series of questions on a display device, the series of questions being from mental health questionnaires comprising text and answers for each question;
receive, from the user interface, a selection of answers from a patient, the selection of answers corresponding to the series of questions;
receive, unprocessed MM data associated with the patient; and
process, using a machine learning model, the selection of answers and the unprocessed MRI data to output a mental health indication of the patient,
wherein the machine learning model was generated by:
receiving training data corresponding to a plurality of individuals, the training data comprising:
MRI data; and
a selection of answers to the series of questions;

determining a plurality of features from the training data;
training an initial machine learning model based on the plurality of features;
using the initial machine learning model to extract importance measures for each of the plurality of features;
generating a plurality of subset machine learning models based on the extracted importance measures for the plurality of features; and
selecting at least one of the subset machine learning models as the machine learning model.