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:
Aug. 13, 2019
Filed:
Jan. 24, 2017
Applicant:
Bao Tran, Saratoga, CA (US);
Inventor:
Ha Tran, Saratoga, CA (US);
Assignee:
Bao, Saratoga, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 33/50 (2006.01); G16B 20/00 (2019.01); C12Q 1/6869 (2018.01); G06N 5/04 (2006.01); G06N 7/00 (2006.01); G06N 20/00 (2019.01); G16B 40/00 (2019.01);
U.S. Cl.
CPC ...
G16B 20/00 (2019.02); C12Q 1/6869 (2013.01); G06N 5/04 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G16B 40/00 (2019.02);
Abstract
Systems and methods disclosed for recommending beauty products for a subject by using a DNA sequencer to generate genetic information; aggregating genetic information, beauty trend data, and cosmetic product response from a patient population; deep learning with a computer to generate at least one computer implemented classifier that predicts matching beauty products based on the genetic information, beauty trend data, and cosmetic product response from a patient population; and recommending one or more beauty products for the subject.