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.

Date of Patent:
Oct. 11, 2022

Filed:

Nov. 26, 2019
Applicant:

The Chinese University of Hong Kong, Hong Kong, CN;

Inventors:

Kam Fai Tsoi, Hong Kong, CN;

Wing Yip Lam, Hong Kong, CN;

Tsz Kan Christopher Chu, Hong Kong, CN;

Ka Ho Tsang, Hong Kong, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); A61B 5/00 (2006.01); G16H 10/20 (2018.01); G06K 9/62 (2022.01); G06F 17/16 (2006.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
A61B 5/4088 (2013.01); G06F 17/16 (2013.01); G06K 9/6218 (2013.01); G06K 9/6259 (2013.01); G06K 9/6278 (2013.01); G06K 9/6296 (2013.01); G06V 10/751 (2022.01); G16H 10/20 (2018.01);
Abstract

Methods for screening, diagnosing, or predicting presence, progression, or treatment effects of a cognitive dysfunction such as dementia based on an analysis of drawing behavior changes by a pre-trained Naïve Bayes method are provided. The methods include steps of obtaining drawing data of at least one image created by a test subject on a digital device and obtaining personal data of the test subject; reconstructing the at least one image based on the drawing data obtained; converting the drawing data to drawing features comprising a plurality of motion features and a plurality of geometric features; and determining probability that the test subject has a cognitive dysfunction based on the drawing features and the personal data by a pre-trained Naïve Bayes method with a greedy variable selection.


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