DBMI Publications

Herskovits EH, Cooper GF. Algorithms for Bayesian belief-network precomputation. Methods of Information in Medicine 30 (1991) 81–89.  PMID:  1857253
Shiffman S, Wu AW, Poon AD, Lane CD, Middleton BF, Miller RA, Masarie Jr FE, Cooper GF, Shortliffe, EH, Fagan LM. Building a speech interface to a medical diagnostic system. IEEE Expert 6 (1991) 41–49.
Suermondt HJ, Cooper GF. A combination of exact algorithms for inference on Bayesian belief networks. International Journal of Approximate Reasoning 5 (1991) 521–542.
Shwe MA, Middleton B, Heckerman DE, Henrion M, Horvitz EJ, Lehmann H, Cooper GF. Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base - The probabilistic model and inference algorithms. Methods of Information in Medicine 30 (1991) 241–255.  PMID: 1762578
Middleton B, Shwe MA, Heckerman DE, Henrion M, Horvitz EJ, Lehmann H, Cooper GF. Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base — Evaluation of diagnostic performance. Methods of Information in Medicine 30 (1991) 256–267.   PMID: 1762579
Shwe MA, Cooper GF. An empirical analysis of likelihood-weighting simulation on a large, multiply-connected belief network. Computers and Biomedical Research 24 (1991) 453–475.  PMID: 1743005
Cooper GF, Herskovits EH. A Bayesian method for constructing Bayesian belief networks from databases. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (1991) 86–94.
Suermondt HJ, Cooper GF, Heckerman DE. A combination of cutset conditioning and clique-tree propagation in the Pathfinder system. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (1990) 86–90.
Suermondt HJ, Cooper GF. Probabilistic inference in multiply connected belief networks using loop cutsets. International Journal of Approximate Reasoning 4 (1990) 283–306.
Chavez RM, Cooper GF. Hypermedia and randomized algorithms for medical expert systems.  Computer Methods and Programs in Biomedicine 32 (1990) 5–16.  PMID: 2205445
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