Search Results - clara mosquera-lopez

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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: 4/30/2020   |   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: 7/29/2019   |   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
SummaryMethod 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 OverviewThis in home system to diagnose sleep apnea saves the patient from having to spend a night in a sleep clinic attached...
Published: 8/31/2018   |   Inventor(s): Peter Jacobs, Clara Mosquera-Lopez, Joseph Leitschuh, John Condon
Keywords(s): Device, Diagnostics
Category(s): Device, Diagnostics
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