Title :
Evaluating the risk of a rescue percutaneous coronary intervention after thrombolysis therapy: A decision tree approach
Author :
Lagani, V. ; Ceravolo, R. ; Vatrano, M. ; Ciconte, VA ; Conforti, D.
Author_Institution :
Supercomput. Center for the Comput. Eng., NEC Italia, Cosenza
Abstract :
Thrombolysis intervention is a common therapeutic practice used in order to dissolve the coronary atherosclerotic plate whenever Percoutaneous Coronary Intervention (PCI) cannot be performed. In case the thrombolytic drug fails, a Rescue PCI is needed in order to restore the normal coronary blood flow. Thus, assessing the individual risk of Thrombolysis failure is a crucial step before deciding to perform a thrombolytic intervention. Aim of the present study is to develop a simple set of rules able to support physicians in discriminating patients eligible for a Thrombolysis intervention. The proposed models pointed out some interesting interactions between blood pressure values and clinical parameters related to patient´s metabolism, suggesting new interesting mutual influences among Thrombolysis failure predictors.
Keywords :
cardiovascular system; decision trees; drugs; haemodynamics; medical diagnostic computing; patient treatment; risk analysis; blood pressure; coronary atherosclerotic plate; coronary blood flow; decision tree approach; patient metabolism; percutaneous coronary intervention; rescue PCI; risk evaluation; thrombolysis failure; thrombolysis therapy; thrombolytic drug; Ambient intelligence; Biomedical informatics; Blood pressure; Decision trees; Drugs; Hospitals; Medical treatment; Myocardium; National electric code; Performance evaluation;
Conference_Titel :
Computers in Cardiology, 2008
Conference_Location :
Bologna
Print_ISBN :
978-1-4244-3706-1
DOI :
10.1109/CIC.2008.4749031