METHOD AND APPARATUS FOR REAL-TIME CONTROL OF PHYSIOLOGICAL PARAMETERS

Patent №

US 6,572,545

Granted

2003-06-03

Filed 2001

Owner

KNOBBE, MARTENS, OLSON AND BEAR, LLP

+1 more

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09960855

A real-time controller operating as an artificial pancreas uses a Kalman control algorithm to control glucose level of a patient in real time. The real-time controller receives an estimate of the patient glucose level and a reference glucose level. The estimate of the patient glucose level can be provided by an optimal estimator implemented using a linearized Kalman filter. The estimated glucose level and the reference glucose level are processed by the Kalman control algorithm to determine a control command in real time. The Kalman control algorithm has a dynamic process forced by the control command a cost function determining a relative level of control. The control command is provided to a dispenser which secretes insulin or glucagon in response to the control command to correct a relatively high glucose level or a relatively low glucose level.

Machine learningPlanningEvolutionary computationA61B 5/0002A61B 5/14532A61B 5/725G16H 10/40G16H 20/13G16H 50/50A61B 2560/0242A61M 5/142+5 more

AI classification

Planning1.00
Evolutionary computation0.75
Machine learning0.63
AI hardware0.35
Vision0.11
Knowledge representation0.02
Speech0.00
Natural language0.00

Ownership

KNOBBE, MARTENS, OLSON AND BEAR, LLP

assignment · 123810837

KNOBBE, LIM & BUCKINGHAM

correct · 127730428

Assignors

KNOBBE, EDWARD J., LIM, WAH L., BUCKINGHAM, BRUCE A.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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