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. Probabilistic inference in multiply connected belief networks using loop cutsets. International Journal of Approximate Reasoning 4 (1990) 283–306.
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.
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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