Methods and systems to detect eating

US11730424B2 · kind B2 · utility

Assignee

• OPTUM LABS, LLC · US

Inventors

• Steven J. Catani · Athens, US
• Jed Ludlow · North Salt Lake, US
• Tyler Stigen · Champlin, US
• Joseph Roxas · Talisay, PH
• Nino Paul D. Batanay · Carmen, PH

Key dates

• Filing date: Jun 17, 2021
• Grant date: Aug 22, 2023
• Expiry date: Oct 27, 2041

Classification

• Technology area (CPC A): Human Necessities
• CPC primary: A61B2562/0219
• WIPO field: Medical technology
• WIPO sector: Instruments

Abstract

Embodiments include methods and systems for automated eating detection. Systems comprise a continuous glucose monitor (CGM), accelerometer, and processing unit. During a first time period, the processing unit receives glucose readings and a first set of acceleration readings. The processing unit identifies an eating episode if the glucose readings satisfy one or more criteria. Using the identified eating episode and first set of acceleration readings, the processing unit generates an individual model that identifies eating episodes using acceleration readings without using glucose readings. During a second time period, a processing unit uses the individual model and a second set of acceleration readings to identify a second eating episode. Some embodiments may use additional sensor types (for example, PPG or heart rate) to identify eating episodes in the first or second time period, generate the individual model, or any combination thereof.