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:
May. 25, 2021
Filed:
Jun. 21, 2017
General Electric Company, Niskayuna, NY (US);
Sheshadri Thiruvenkadam, Bangalore, IN;
Sohan Rashmi Ranjan, Bangalore, IN;
Vivek Prabhakar Vaidya, Banaglore, IN;
Hariharan Ravishankar, Banaglore, IN;
Rahul Venkataramani, Bangalore, IN;
Prasad Sudhakar, Bangalore, IN;
General Electric Company, Schenectady, NY (US);
Abstract
A method for determining optimized deep learning architecture includes receiving a plurality of training images and a plurality of real time images corresponding to a subject. The method further includes receiving, by a medical practitioner, a plurality of learning parameters comprising a plurality of filter classes and a plurality of architecture parameters. The method also includes determining a deep learning model based on the plurality of learning parameters and the plurality of training images, wherein the deep learning model comprises a plurality of reusable filters. The method further includes determining a health condition of the subject based on the plurality of real time images and the deep learning model. The method also includes providing the health condition of the subject to the medical practitioner.