Gregory Cooper, MD, PhD

Visweswaran S, King AJ, Tajgardoon M, Calzoni L, Clermont G, Hochheiser H, Cooper GF. JAMIA Open. Evaluation of eye tracking for a decision support application. 2021 Aug 2;4(3). PMID: 34350394 PMCID: PMC8327376.

King AJ, Calzoni L, Tajgardoon M, Cooper GF, Clermont G, Hochheiser H, Visweswaran S. A simple electronic medical record system designed for research. JAMIA Open. 2021 Jul 31;4(3). PMID: 34345801 PMCID: PMC8325484

Taneja SB, Douglas GP, Cooper GF, Michaels MG, Druzdzel MJ, Visweswaran S. Bayesian network models with decision tree analysis for management of childhood malaria in Malawi. BMC Medical Informatics and Decision Making, 21, 158 (2021). Available at: https://doi.org/10.1186/s12911-021-01514-w

Triantafyllou S, Cooper GF. Learning adjustment sets from observational and limited experimental data. Proceedings of the Conference of the Association for the Advancement of Artificial (2021).

Triantafyllou S, Jabbari F, Cooper GF. Causal and interventional Markov boundaries. Proceedings of the Conference on Uncertainty in Artificial Intelligence (2021).

Fattaneh Jabbari, Lisa C. Villaruz, Mike Davis, Gregory F. Cooper.  Lung Cancer Survival Prediction Using Instance-Specific Bayesian Networks. In: Michalowski M., Moskovitch R. (eds) Artificial Intelligence in Medicine. AIME 2020. Lecture Notes in Computer Science, vol 12299. Springer, Cham. https://doi.org/10.1007/978-3-030-59137-3_14.

Liu J, Ma X, Cooper G, Lu X. Explicit representation of protein activity states significantly improves causal discovery of protein phosphorylation networks. BMC Bioinformatics. (2020) Sep 17;21(Suppl 13):379. doi: 10.1186/s12859-020-03676-2. PMID: 32938361 PMCID: PMC7496209
Andrews B, Spirtes P, Cooper GF.  On the Completeness of Causal Discovery in the Presence of Latent Confounding with Tiered Background Knowledge.  Proceedings of Machine Learning Research JMLR:108.

King AJ, Cooper GF, Clermont G, Hochheiser H, Hauskrecht M, Sittig DF, Visweswaran S. Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study J Med Internet Res 2020;22(4):e15876 

Young JD, Andrews B, Cooper GF, Lu X. Learning Latent Causal Structures with a Redundant Input Neural Network. arXiv:2003.13135v1 29 Mar 2020.

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