Title :
Knowledge representation formalisms as methods to test pathophysiological hypotheses
Author :
Sossai, C. ; Antolini, R. ; Irler, W. ; Sorbara, C. ; Ortalli, G.
Author_Institution :
IRST Provo-Trento, Italy
Abstract :
After having built and tested an expert system for renal function monitoring, the authors developed a knowledge representation formalism that is being used as a formal method to generate and verify new and unknown pathophysiological hypotheses. In particular, they have studied if and when hypoperfusion determines a renal injury in a patient submitted to cardiac surgery. Using these methods, a description of hypoperfusion was generated and tested sufficiently deep and powerful to determine and distinguish between the hypoperfusive states that produce renal injury and the ones that never generate renal damage
Keywords :
expert systems; kidney; medical computing; cardiac surgery patients; hypoperfusion; knowledge representation formalism; pathophysiological hypotheses testing; renal damage generation; renal function monitoring; renal injury; Biomedical monitoring; Expert systems; Injuries; Knowledge representation; Medical expert systems; Pathology; Patient monitoring; Power generation; Surgery; System testing;
Conference_Titel :
Computers in Cardiology 1991, Proceedings.
Conference_Location :
Venice
Print_ISBN :
0-8186-2485-X
DOI :
10.1109/CIC.1991.169144