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:
Jan. 24, 2023
Filed:
Feb. 27, 2022
Applicant:
King Abdulaziz University, Jeddah, SA;
Inventors:
Ubaid M. Al-Saggaf, Jeddah, SA;
Muhammad Moinuddin, Jeddah, SA;
Syed Saad Azhar Ali, Seri Iskandar, MY;
Syed Faraz Naqvi, Seri Iskandar, MY;
Sulhi Ali Alfakeh, Jeddah, SA;
Assignee:
KING ABDULAZIZ UNIVERSITY, Jeddah, SA;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 5/16 (2006.01); A61B 5/374 (2021.01); A61B 5/00 (2006.01); A61B 5/384 (2021.01); G06N 3/08 (2006.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
A61B 5/165 (2013.01); A61B 5/374 (2021.01); A61B 5/384 (2021.01); A61B 5/4836 (2013.01); A61B 5/6801 (2013.01); A61B 5/7264 (2013.01); G06N 3/084 (2013.01); G16H 50/20 (2018.01);
Abstract
Methods, systems and wearable devices for real-time mental stress assessment are provided. The methods and systems employ deep learning using a Gated Recurrent Unit (GRU) gating mechanism in a recurrent neural network with a sliding window approach applied to raw EEG data.