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: 10/3/2022 | 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 recommender engine based on machine learning and artificial intelligence to improve glycemic control in type 1 diabetes (T1D)

Summary Utilizing individualized behavioral trends, historical glucose measurement data (CGM), and insulin data, the DailyDose algorithm provides insulin dosage recommendations for patients with type 1 diabetes. Technology Overview The DailyDose algorithm provides daily and weekly insulin dosage recommendations for patients with type 1 diabetes who...

Published: 10/3/2022 | 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: 10/3/2022 | Inventor(s): Peter Jacobs, Clara Mosquera-Lopez, Nichole Tyler, Robert Dodier

Keywords(s): Software, Software - Other

Category(s): Software