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. 14, 2024
Filed:
Nov. 20, 2019
GE Precision Healthcare Llc, Wauwatosa, WI (US);
Ravi Soni, San Ramon, CA (US);
Min Zhang, San Ramon, CA (US);
Gopal B. Avinash, San Ramon, CA (US);
Venkata Ratnam Saripalli, San Ramon, CA (US);
Jiahui Guan, San Ramon, CA (US);
Dibyajyoti Pati, San Ramon, CA (US);
Zili Ma, San Ramon, CA (US);
GE Precision Healthcare LLC, Wauwatosa, WI (US);
Abstract
Systems, apparatus, instructions, and methods for medical machine time-series event data generation are disclosed. An example synthetic time series data generation apparatus is to generate a synthetic data set including multi-channel time-series data and associated annotation using a first artificial intelligence network model. The example apparatus is to analyze the synthetic data set with respect to a real data set using a second artificial intelligence network model. When the second artificial intelligence network model classifies the synthetic data set as a first classification, the example apparatus is to adjust the first artificial intelligence network model using feedback from the second artificial intelligence network model. When the second artificial intelligence network model classifies the synthetic data set as a second classification, the example apparatus is to output the synthetic data set.