Patent · US Active

Classifying neurological disease status using deep learning

US12400321B2 · kind B2 · utility

0Cited by

1References

22Claims

0Family size

Assignee

The Trustees of Columbia University in the City of New York · US

Inventors

Xinyang Feng · New York, US
Frank A. Provenzano · New York, US
Scott A. Small · Millerton, US

Key dates

Filing date	Oct 29, 2021
Grant date	Aug 26, 2025
Priority date	—
Expiry date	May 14, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06T2207/20084
WIPO fieldMedical technology
WIPO sectorInstruments

Abstract

A method for classifying neurological disease status is described. The method includes acquiring, by a data preprocessor logic, patient image data. The method further includes generating, by a trained artificial neural network (ANN), a classification output based, at least in part, on the patient image data. The classification output corresponds to a neurological disease status of the patient. The trained ANN is trained based, at least in part, on longitudinal source data.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.