Automatic construction of Fuzzy Inference Systems for computerized clinical guidelines and protocols
We create Fuzzy Inference Systems (FIS) as a means of computerizing differential diagnosis (DD) tables. Use of Model-Driven Software Engineering (MDSE) techniques to systematize FIS development process. FIS design and edition from both domain expert and knowledge engineer perspectives. Calculation results shown in an easily comprehensible and self-explanatory way. Tested in the development of two FIS for a computerized clinical guideline for hyperammonemia care.
fuzzy inference system computerized clinical guideline differential diagnosis model-driven software engineering hyperammonemia rare disease domain specific editors