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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
Metabolic activity diffusion imaging (MADI): dye-free, high-resolution MRI metabolic imaging
Summary The current technology is a contrast agent-free method of metabolic imaging based on detection of Na/K ATPase activity with MRI, that provides significantly higher resolution than current approaches such as PET. Technology Overview Measuring metabolic activity in vivo can facilitate diagnoses of disease states and therapeutic responses....
Published: 1/15/2024
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Inventor(s):
Gregory Wilson
,
Jeffrey Maki
,
Charles Springer, Jr.
,
Xin Li
,
William (Bill) Rooney
,
Brendan Moloney
,
Wei Huang
,
Tom Barbara
,
Eric Baker
Keywords(s):
Diagnostics
,
Imaging
,
Imaging - MRI
,
Software
,
Software - Other
Category(s):
Imaging
,
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
Software for automated identification and segmentation of perivascular spaces on MRI
Summary Enlarged perivascular spaces (ePVS) in the brain are linked to several diseases, but detection at the resolution of clinical MRI relies on manual visual assessment, which are subjective, time-intensive and prone to error. The software automates ePVS detection in several commonly acquired MRI contrasts to increase efficiency and objectivity...
Published: 2/16/2022
|
Inventor(s):
Erin Boespflug
,
Daniel Schwartz
,
Lisa Silbert
,
David Lahna
Keywords(s):
Imaging
,
Imaging - MRI
,
Software
,
Software - Diagnostic/Detection
,
Software - Other
Category(s):
Imaging
,
Software
Tomographic bright field imaging (TBFI)
Summary Tomographic bright field image analysis enables the three-dimensional measurement of engineered and biological specimens without the requirement of sample labeling or expensive specialized optical equipment. This novel software offers the unique advantage of true quantitative image analysis of factors like mass and density and could provide...
Published: 9/22/2022
|
Inventor(s):
Owen McCarty
,
Kevin Phillips
,
Steven Jacques
Keywords(s):
Imaging
,
Imaging - Other
,
Research Tools
,
Research Tools - Other
,
Software
,
Software - Other
Category(s):
Imaging
,
Software
,
Research Tools
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
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