Gregory Cooper, MD, PhD

Ferraro JP, Ye Y, Gesteland PH, Haug PJ, Tsui F-C, Cooper GF, Van Bree R, Ginter T, Nowalk AJ, Wagner MM. The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl Clin Inform. 2017 May 31;8(2):560-580. doi:10.4338/ACI-2016-12-RA-0211. PubMed PMID: 28561130.

Ye Y, Wagner MM, Cooper GF, Ferraro JP, Su H, Gesteland PH, Haug PJ, Millett NE, Aronis JM, Nowalk AJ, Ruiz VM, López Pineda A, Shi L, Van Bree R, Ginter T, Tsui F. A study of the transferability of influenza case detection systems between two large healthcare systems. PLoS One. 2017 Apr 5;12(4):e0174970. doi: 10.1371/journal.pone.0174970. eCollection 2017. PMID: 28380048. PMCID: PMC5381795.

Jabbari F, Naeini MP, Cooper GF. Obtaining Accurate Probabilistic Causal Inference by Post-Processing Calibration. arXiv (2017). https://arxiv.org/pdf/1712.08626v1.

Cooper G, Cai C, Lu X. Tumor-specific Causal Inference (TCI): A Bayesian Method for Identifying Causative Genome Alterations within Individual Tumors. bioRxiv (2017). Doi: https://doi.org/10.1101/225631.

Naeini MP, Cooper GF. Binary classifier calibration using an ensemble of regression models. Journal of Knowledge and Information System 2018 Jan;54(1); 151-170. Doi:10.1007/s10115-017-1133-2. Epub 2017 Nov 17. PMID: 29606784. PMCID: PMC5875942.

Jabbari F, Ramsey J, Spirtes P, Cooper GF. Discovery of causal models that contain latent variables through Bayesian scoring of independence constraints. In: Proceeding of the European Conference on Machine Learning (2017).

Kummerfeld E, Cooper GF. A new method for estimating causal model learning accuracy. In: Workshop on Data Mining for Medical Informatics (DMMI) – Causal Inference for Health Data Analytics (2017).

Naeini Pakdaman M, Jabbari F, Cooper GF. An assessment of the calibration of causal relationships learned using RFCI and bootstrapping. In: AMIA Workshop on Data Mining for Medical Informatics (DMMI) – Causal Inference for Health Data Analytics (2017).

Lu S, Cai C, Yan G, Zhou Z, Wan Y, Chen V, Chen L, Cooper GF, Obeid LM, Hannun YA, Lee AV, Lu X. Signal-Oriented Pathway Analyses Reveal a Signaling Complex as a Synthetic Lethal Target for p53 Mutations. Cancer Res. 206 Dec 1:76(23):6785-6794. doi: 10.1158/0008-5472.CAN-16-1740. Epub 2016 Oct 10. PMID: 27758891. PMCID: PMC5165695.

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