Research Article
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) |
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