Patent US 9,507,917

Patent №

US 9,507,917

Granted

Owner

Lab

AI components

1

ml

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

14601450

Monitoring system and method for use with diabetic treatment management. The system comprises: a communication interface configured to permit access to stored raw log data, obtained over a certain time, being indicative of glucose measurements, meals consumed and insulin delivery; and a control unit comprising an unsupervised learning controller configured to receive and process said raw log data and determine at least one global insulin pump setting of basal rate, correction factor, carbohydrate ratio and insulin activity curve parameters. The system may comprise a processing unit comprising a first processor for processing measured data indicative of blood glucose level and generating first processed data, a second processor comprising at least one fuzzy logic module which receives input parameters corresponding to the measured data, the first processed data and a reference data, and processes the data to produce a qualitative output parameter to determine whether any treatment parameter should be modified.

Machine learningA61B 5/14532G06N 7/00G16H 20/17G16H 50/20A61M 5/1723A61M 2005/14208A61M 2230/201

AI classification

Machine learning1.00
Planning0.50
AI hardware0.18
Knowledge representation0.06
Evolutionary computation0.02
Natural language0.01
Speech0.00
Vision0.00
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