Anand PGMS Algorithm

Device Name:

PGMS Algorithm

Manufacturer:

Dr. Pradeep Kumar Anand, College of Information and Communication Engineering, Sungkyunkwan University, Suwon 16419, REPUBLIC of KOREA.

Measuring functions:

Blood glucose

Primary Client Use:

Intended for self-measurement and home use

Measurement Site:

Finger

Measurement Occurrence:

Single measurements only

Availability:

Not made available

Description:

The Anand PGMS Algorithm is an automatic blood glucose meter. Although its blood glucose measurement technology has been evaluated, it is not possible to base a determination on its accuracy from this research. Blood glucose measurements are taken from the finger. It is intended for self-measurement and home use.

Assessment:

The technology used in the Anand PGMS Algorithm, to measure blood glucose, has been assessed, in a general population, according to a non-standard protocol.

Recommendations:

	Accuracy Assessment	Recommendation	Basis
BG	Medaval	None	When an evaluation is carried out using a non-standard protocol, no inference can be made on accuracy based on a standard protocol.

Validation Publications:

Anand PK, Shin DR, Memon ML. Adaptive Boosting Based Personalized Glucose Monitoring System (PGMS) for Non-Invasive Blood Glucose Prediction with Improved Accuracy. Diagnostics (Basel). 2020 May 7;10(5):285. doi: 10.3390/diagnostics10050285. PMID: 32392841. Available from: PMC7278000.

Ad Hoc protocol General population (Note: Dataset 1 – GlucoTrack and HemoCue Glucose 201 Plus simulation (Training n=642, Test n=276, AdaBoost classifier, decision tree regressor, 10 maximum depths, 2000 estimators, 0.7 learning rate, exponential loss function))