Real-Time Clinical Decision Support System with Data Stream Mining

Table 1

Existing clinical decision support systems.

Name	Author/source	Based on
A decision tree for tuberculosis contact investigation [3]	Gerald LB, Tang S, Bruce F et al., Am J Respir Crit Care Med 2002; 166: 1122–1127	Traditional decision tree
Iliad [4]	Developed by University of Utah School of Medicine’s Department of Medical Informatics	Bayesian network
An artificial neural network ensemble to predict disposition and length of stay in children presenting with bronchiolitis [5]	Walsh P, Cunningham P, Rothenberg SJ, O’Doherty S, Hoey H, Healy R.	Neural network
MYCIN [6]	Developed at Stanford University by Dr. Edward Shortliffe in the 1970s	Rules
BioStream: a system architecture for real-time processing of physiological signals (data stream mining, focus on detection) [7]	Amir Bar-Or, David Goddeau, Jennifer Healey, Leonidas Kontothanasis, Beth Logan, Alex Nelson, JM Van Thong	Physical data stream detection QRS (the algorithm was not described clearly in original paper)