Search Results - clara+mosquera-lopez

5 Results Sort By:
Meal detection and size estimation for artificial pancreas devices using machine learning
­Summary The current technology can be used within an automated insulin delivery system to automate insulin delivery (AID) in response to meals. This technology has the potential to reduce the burden of a person living with type 1 diabetes using an AID and potentially improving glucose management by accurately and automatically delivering insulin...
Published: 9/19/2023   |   Inventor(s): Clara Mosquera-Lopez, Peter Jacobs, Leah Wilson, Jessica Castle
Keywords(s): Automation, Connected Devices, Software, Software - Other
Category(s): Software
Nocturnal hypoglycemia prediction algorithm
Summary This hypoglycemia prediction algorithm calculates the risk of possible hypoglycemic episodes before the patient goes to bed. Technology Overview Utilizing a support regression algorithm (SVR) to predict minimum glucose levels and a decision theory/cost-benefit analysis to estimate nocturnal glucose alert levels, this algorithm predicts nighttime...
Published: 9/20/2023   |   Inventor(s): Peter Jacobs, Clara Mosquera-Lopez, Nichole Tyler, Robert Dodier, Jessica Castle, Joseph El Youssef, Leah Wilson
Keywords(s): Software, Software - Other
Category(s): Software
DailyDose decision support algorithm to improve glycemic control
Summary The DailyDose algorithm provides an artificial intelligence decision support system for improved management of blood glucose in patients with type 1 diabetes using multiple daily injection therapy. Technology Overview Up to 40% of patients with type 1 diabetes use multiple daily injections of insulin to manage their condition; however, dosing...
Published: 9/27/2023   |   Inventor(s): Peter Jacobs, Jessica Castle, Joseph El Youssef, Clara Mosquera-Lopez, Nichole Tyler, Robert Dodier, Leah Wilson
Keywords(s): Software, Software - Other
Category(s): Software
Glucose prediction algorithm using long-short term memory recurrent neural network
Summary The OHSU glucose prediction algorithm is a data-driven glucose prediction model trained on a big dataset to predict glucose concentration within a short term (30 minute) period for patients with type 1 diabetes. Technology Overview Patients with type 1 diabetes do not produce their own insulin and rely on continuous glucose monitoring (CGM)...
Published: 5/11/2023   |   Inventor(s): Peter Jacobs, Clara Mosquera-Lopez, Nichole Tyler, Robert Dodier
Keywords(s): Software, Software - Other
Category(s): Software
System to measure sleep apnea using portable non-contact sensors and a machine learning algorithm
Summary Method and system for automatic diagnosis of sleep apnea in the home environment. The system uses pressure sensitive sensors placed underneath a mattress and an algorithm to classify the severity of sleep apnea. Technology Overview This in-home system to diagnose sleep apnea saves the patient from having to spend a night in a sleep clinic...
Published: 10/3/2022   |   Inventor(s): Peter Jacobs, Clara Mosquera-Lopez, Joseph Leitschuh, John Condon
Keywords(s): Device, Diagnostics
Category(s): Device, Diagnostics