DocumentCode :
2362119
Title :
VIE-PNN: An expert system for parenteral nutrition of neonates
Author :
Miksch, Silvia ; Dobner, Maria ; Horn, Wemer ; Popow, Christian
Author_Institution :
Austrian Res. Inst. for Artificial Intelligence, Vienna, Austria
fYear :
1993
fDate :
1-5 Mar 1993
Firstpage :
285
Lastpage :
291
Abstract :
The authors developed the interactive support system VIE-PNN (VIenna Expert system for Parenteral Nutrition of Neonates) for calculating the composition of parenteral nutrition solutions (PNSs) for neonates at intensive care units. The objectives were to avoid errors within certain limits, to save time, and to keep data for further statistical analysis. The authors combined textbook rules of nutrition planning with the knowledge of experienced physicians. The dynamic and static knowledge is represented in a frame structure and backward chaining rules. A technical, empirical, and subjective evaluation of the system was performed. It proved VIE-PNN´s soundness, its ability to provide a standard for the composition of parenteral nutrition, and its clinical applicability
Keywords :
frame based representation; health care; medical expert systems; statistical analysis; backward chaining rules; clinical applicability; dynamic knowledge; expert system; frame structure; intensive care units; interactive support system; neonates; nutrition planning; parenteral nutrition solution composition; physician knowledge; soundness; static knowledge; statistical analysis; textbook rules; Artificial intelligence; Computer errors; Cybernetics; Expert systems; Medical expert systems; Medical treatment; Meeting planning; Pediatrics; Performance evaluation; Statistical analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence for Applications, 1993. Proceedings., Ninth Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-8186-3840-0
Type :
conf
DOI :
10.1109/CAIA.1993.366598
Filename :
366598
Link To Document :
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