Search Results - robert+dodier

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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