MODEL-BASED DECISION SUPPORT SYSTEM FOR INDIVIDUAL PRESCRIPTION OF THE DIALYSATE BICARBONATE CONCENTRATION IN HEMODIALYSIS

被引:11
作者
THEWS, O [1 ]
机构
[1] UNIV MAINZ, INST PHYSIOL & PATHOPHYSIOL, W-6500 MAINZ, GERMANY
关键词
HEMODIALYSIS; DIALYSATE BICARBONATE CONCENTRATION; TREATMENT INDIVIDUALIZATION; KINETIC MODELING; DECISION SUPPORT SYSTEM; ACID-BASE STATE; ARTIFICIAL INTELLIGENCE;
D O I
10.1177/039139889201500801
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A decision support system has been developed that determines the optimal dialysate bicarbonate concentration in hemodialysis therapy for each patient individually. The knowledge about the behavior of the acid-base state during treatment has been provided by a mathematical model for the description of dynamic exchange processes during hemodialysis. This model simulates the sodium and water distribution, the acid-base state as well as the ventilation. The decision support system uses the model for the prediction of the end-dialysis acid-base state and calculates by means of linear optimization the dialysate bicarbonate concentration which is necessary to reach a specified end-dialysis state. If the aspired acid-base state can not be reached, the system varies the dialysate sodium concentration and the treatment time. The whole program can be used on a PC and is easy to use. One decision making process lasts between 10 seconds and 5 minutes depending on the computer.
引用
收藏
页码:447 / 455
页数:9
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