Gregory Cooper, MD, PhD

Aliferis CF, Cooper GF, Pollack ME, Buchanan BG, Wagner MM. Representing and developing temporally abstracted knowledge as a means towards facilitating time modeling in medical decision support systems. Computers in Biology and Medicine 27 (1997) 411-434.  PMID:  9397342

Citro G, Banks G, Cooper G. INKBLOT: A neurological diagnostic decision support system integrating causal and anatomical knowledge. Artificial Intelligence in Medicine 10 (1997) 257-267.  PMID:  9232188

Cooper GF, Aliferis CF, Ambrosino R, Aronis J, Buchanan BG, Caruana R, Fine MJ, Glymour C, Gordon G, Hanusa BH, Janosky J, Meek C, Mitchell T, Richardson T, Spirtes, P. An evaluation of machine-learning methods for predicting pneumonia mortality. Artificial Intelligence in Medicine 9 (1997) 107-138.  PMID: 9040894

Cooper GF. A simple algorithm for efficiently mining observational databases for causal relationships. Journal of Data Mining and Knowledge Discovery 1 (1997) 203-224.

Wagner MM, Overhage JM, Rodriguez E, Cooper GF. Representing CARE rules in a decision-theoretic formalism. In: Proceedings of the Annual Conference of the American Medical Informatics Association (1996) 582-586.  PMID:  8947733

Monti S, Cooper GF. Bounded recursive decomposition: A search-based method for belief-network inference under limited resources. International Journal of Approximate Reasoning 15 (1996) 49-75.

Aliferis CF, Cooper GF. A structurally and temporally extended Bayesian belief network model: Definitions, properties, and modeling techniques. In: Proceedings of Conference on Uncertainty in Artificial Intelligence (1996) 28-39.

Aliferis CF, Cooper GF, Miller RA, Buchanan BG, Bankowitz R, Giuse N. A temporal analysis of QMR. Journal of the American Medical Informatics Association 3 (1996) 79–91.  PMID: 8750392

Hashem AI, Cooper GF. Human causal discovery from observational data. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (1996) 27-31.  PMID:  894721

Monti S, Cooper GF. Learning Bayesian belief networks with neural network estimators. In: Proceedings of the Conference on Neural Information Processing Systems (1996).