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. 29, 2021
Filed:
Apr. 23, 2019
Applicant:
Sota Precision Optics, Inc., Orange, CA (US);
Inventor:
Dustin Johnson, Fullerton, CA (US);
Assignee:
SOTA PRECISION OPTICS, INC., Orange, CA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 3/02 (2006.01); A61B 6/14 (2006.01); G06T 7/12 (2017.01); G06T 7/00 (2017.01); A61C 7/00 (2006.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); A61B 6/14 (2013.01); G06N 3/02 (2013.01); G06T 7/0012 (2013.01); G06T 7/12 (2017.01); A61C 7/002 (2013.01); G06T 2207/30036 (2013.01);
Abstract
A system and a method for training and utilizing deep convolutional neural networks to perform diagnostic and image enhancement operations on images of dentition uses digital images and other auxiliary parameters as inputs for a convolutional neural network. The neural network can output a tooth segmentation map, tooth identifiers, a probability map indicating the presence of caries, cavities or other dental anomalies/conditions, and recommended parameters for use in image enhancement algorithms.