Cooper, Gregory F.

Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis

Seymour, C. W., Kennedy, J. N., Wang, S., Chang, C.-C. H., Elliott, C. F., Xu, Z., Berry, S., Clermont, G., Cooper, G., Gomez, H., et al. (2019) · JAMA

Sepsis Diagnosis and TreatmentInflammation biomarkers and pathways

Cited by 1,567

Obtaining well calibrated probabilities using Bayesian binning

Pakdaman Naeini, M., Cooper, G., & Hauskrecht, M. (2015) · Proceedings of the AAAI Conference on Artificial Intelligence

Bayesian Modeling and Causal InferenceAdversarial Robustness in Machine Learning

Cited by 991

Comparison of machine learning classifiers for influenza detection from emergency department free-text reports

López Pineda, A., Ye, Y., Visweswaran, S., Cooper, G. F., Wagner, M. M., & Tsui, F. (. (2015) · Journal of Biomedical Informatics

Data-Driven Disease SurveillanceMachine Learning in Healthcare

Cited by 88

Binary Classifier Calibration Using an Ensemble of Near Isotonic Regression Models

Naeini, M. P., & Cooper, G. F. (2016) · 2016 IEEE 16th International Conference on Data Mining (ICDM)

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 46

The center for causal discovery of biomedical knowledge from big data

Cooper, G. F., Bahar, I., Becich, M. J., Benos, P. V., Berg, J., Espino, J., Glymour, C., Jacobson, R. C., Kienholz, M., Lee, A. V., et al. (2015) · Journal of the American Medical Informatics Association

Bayesian Modeling and Causal InferencePhilosophy of Biology and Scientific Explanation

Cited by 36

Binary Classifier Calibration Using a Bayesian Non-Parametric Approach

Naeini, M. P., Cooper, G. F., & Hauskrecht, M. (2015) · Proceedings of the 2015 SIAM International Conference on Data Mining

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 19