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. 31, 2021
Filed:
Apr. 02, 2019
Applicant:
Tencent America Llc, Palo Alto, CA (US);
Inventors:
Assignee:
TENCENT AMERICA LLC, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/02 (2006.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G16H 30/40 (2018.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06T 7/174 (2017.01); A61B 5/00 (2006.01); G16H 50/30 (2018.01);
U.S. Cl.
CPC ...
A61B 5/02007 (2013.01); A61B 5/4872 (2013.01); A61B 5/7267 (2013.01); A61B 5/7275 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G06T 7/174 (2017.01); G16H 30/40 (2018.01); G16H 50/30 (2018.01); G06T 2207/10088 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20101 (2013.01); G06T 2207/30101 (2013.01); G06T 2207/30172 (2013.01);
Abstract
A method of determining a risk probability of vertebral artery dissection (VAD) in a patient, including receiving medical image information of the patient and clinical report information of the patient; extracting at least one biomarker corresponding to a vertebral artery segment included in the medical image information; extracting patient history information from the clinical report information; and determining the risk probability of VAD using a deep learning classification model based on the extracted at least one biomarker and the extracted patient history information.