The BNMA BN Repository

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4 BNs found.

SpiegelhalterDLC93

A 20 node example of a belief net for medical diagnosis. This file does not contain the numerical probabilities (except those few given in the paper). This, together with the paper, provide a good worked out example for clique tree (i.e. join tree) compiling and propagation.

Paper link: <www.norsys.com...>

Norsys Software Corp
CC-BY-NC-ND
Netica .dne format
Spiegelhalter, D.J., Dawid, A.P., Lauritzen, S.L. & Cowell, R.G. (1993) Bayesian Analysis in Expert Systems. Statist. Sci., 8(3):219-247, The Institute of Mathematical Statistics
Government > Public Health
respiratory disease, medical, clique
Pathfinder

An expert system that assists surgical pathologists with the diagnosis of lymph-node diseases.

Paper link: <www.norsys.com...>

Norsys Software Corp
CC-BY-NC-ND
Netica .dne format
Medicine
expert system, pathologist, lymph-node diseases, medical
Cancer

An extremely simple medical diagnosis network example.

K.B. Korb and A.E. Nicholson
CC-BY
Netica .dne format
Korb, K.B. & Nicholson, A.E. (2010) Bayesian Artificial Intelligence. , CRC Press, Inc.
Medicine
cancer, medical
Alarm

This network represents a probabilistic model for diagnosis based on medical knowledge.

I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper
CC-BY-SA
Netica .dne format
Beinlich, I.A., Suermondt, H.J., Chavez, R.M. & Cooper, G.F. (1989) The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks. , Springer
Medicine
alarm, monitoring