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:
Jul. 02, 2024
Filed:
Jul. 01, 2019
3m Innovative Properties Company, St. Paul, MN (US);
Saber Taghvaeeyan, Maple Grove, MN (US);
Golshan Golnari, Maple Grove, MN (US);
Mojtaba Kadkhodaie Elyaderani, St. Paul, MN (US);
Robert W. Shannon, Stillwater, MN (US);
Roger W. Barton, Afton, MN (US);
Deepti Pachauri, Minneapolis, MN (US);
3M Innovative Properties Company, St. Paul, MN (US);
Abstract
Systems and methods for detecting the quality of signals captured by a sensor device monitoring a biological function. Sensor data associated with the sensor device is received, the sensor data representing time-series measurement samples of one or more parameters associated with the biological function, the sensor data including usable and unusable samples of the time-series measurements. Data representing two or more features of samples of the time-series measurements is extracted and filtered to reduce outliers in the extracted data based on an expected outlier ratio. A machine learning algorithm is then trained to identify events based on the filtered extracted data.