DocumentCode :
1950584
Title :
A fuzzy linguistic model for ambulatory systolic blood pressure variation prediction
Author :
Galichet, Sylvie ; Charbonnier, Sylvie ; Manris, G. ; Siché, Jean-Philippe
Author_Institution :
LAMII/CESALP, Savoie Univ., Chambery, France
Volume :
1
fYear :
2000
fDate :
7-10 May 2000
Firstpage :
522
Abstract :
Establishing relationships between blood pressure variations and body acceleration and heart rate measurements is a key issue to determine the drug quantity to inject to cure patients suffering from hypertension, i.e. high blood pressure. For this purpose, a fuzzy linguistic model is developed from experimental data with a method which leads to a small number of linguistic terms and rules, easily understandable by doctors. The software instrument developed has predictive performances quite similar to those obtained with statistical models. In addition, it provides a unified formalism that will probably simplify the introduction of other features in the drug quantity decision system
Keywords :
biocontrol; blood pressure measurement; drug delivery systems; fuzzy set theory; learning (artificial intelligence); micropumps; pressure control; ambulatory systolic blood pressure variation prediction; body acceleration; drug quantity decision system; fuzzy linguistic model; heart rate measurements; high blood pressure; hypertension; software instrument; Acceleration; Blood pressure; Cardiology; Drugs; Heart rate; Humans; Hypertension; Instruments; Predictive models; Pressure measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1098-7584
Print_ISBN :
0-7803-5877-5
Type :
conf
DOI :
10.1109/FUZZY.2000.838714
Filename :
838714
Link To Document :
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