The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 04, 2024
Filed:
May. 02, 2023
Neumora Therapeutics, Inc., Brisbane, CA (US);
Monika Sharma Mellem, Falls Church, VA (US);
Yuelu Liu, South San Francisco, CA (US);
Parvez Ahammad, San Jose, CA (US);
Humberto Andres Gonzalez Cabezas, Santa Clara, CA (US);
William J. Martin, San Francisco, CA (US);
Pablo Christian Gersberg, San Francisco, CA (US);
NEUMORA THERAPEUTICS, INC., Brisbane, CA (US);
Abstract
Systems and methods for utilizing machine learning to generate a trans-diagnostic classifier that is operative to concurrently diagnose a plurality of different mental health disorders using a single trans-diagnostic questionnaire that includes a plurality of questions (e.g., 17 questions). Machine learning techniques are used to process labeled training data to build statistical models that include trans-diagnostic item-level questions as features to create a screen to classify groups of subjects as either healthy or as possibly having a mental health disorder. A subset of questions is selected from the multiple self-administered mental health questionnaires and used to autonomously screen subjects across multiple mental health disorders without physician involvement, optionally remotely and repeatedly, in a short amount of time.