A Bayesian neural network method for adverse drug reaction signal generation
作者： A. Bate , M. Lindquist , I. R. Edwards , S. Olsson , R. Orre
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摘要: … acts as one of the inputs for the other neurons in the network. The network we use is called a Bayesian confidence propagation neural network (BCPNN) [8]; it is a feed-forward neural …
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Anders Lansner, Örjan Ekeberg, A ONE-LAYER FEEDBACK ARTIFICIAL NEURAL NETWORK WITH A BAYESIAN LEARNING RULE International Journal of Neural Systems. ,vol. 01, pp. 77- 87 ,(1989) , 10.1142/S0129065789000499
I. Ralph Edwards, Bengt-Erik Wiholm, Carlos Martinez, Concepts in risk-benefit assessment. A simple merit analysis of a medicine? Drug Safety. ,vol. 15, pp. 1- 7 ,(1996) , 10.2165/00002018-199615010-00001
Ronald H.B. Meyboom, Antoine C.G. Egberts, I. Ralph Edwards, Yechiel A. Hekster, Fred H.P. de Koning, Frank W.J. Gribnau, Principles of Signal Detection in Pharmacovigilance Drug Safety. ,vol. 16, pp. 355- 365 ,(1997) , 10.2165/00002018-199716060-00002
ANDERS HOLST, ANDERS LANSNER, A flexible and fault tolerant query-reply system based on a Bayesian neural network. International Journal of Neural Systems. ,vol. 4, pp. 257- 267 ,(1993) , 10.1142/S0129065793000213
ANDERS LANSNER, ANDERS HOLST, A HIGHER ORDER BAYESIAN NEURAL NETWORK WITH SPIKING UNITS International Journal of Neural Systems. ,vol. 07, pp. 115- 128 ,(1996) , 10.1142/S0129065796000816
Anders Holst, The Use of a Bayesian Neural Network Model for Classification Tasks Stockholm University. ,(1997)
D. J. Finney, Systemic signalling of adverse reactions to drugs. Methods of Information in Medicine. ,vol. 13, pp. 1- 10 ,(1974) , 10.1055/S-0038-1636131
Anders Krogh, Richard G. Palmer, John Hertz, Introduction To The Theory Of Neural Computation ,(1991)
S.S. Cross, R.F. Harrison, R.L. Kennedy, Introduction to neural networks The Lancet. ,vol. 346, pp. 1075- 1079 ,(1995) , 10.1016/S0140-6736(95)91746-2