Therapeutic drug dosing prediction using adaptive models and artificial neural networks. - Peter Lada; Michael E. Brier; Jacek M. Zurada (IJCNN, 1999)

Fuzzy rule-based approach to automatic drug dosing in renal failure. - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier (FUZZ-IEEE, 2003)

Artificial neural network-based pharmacodynamic population analysis in chronic renal failure. - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier; Jacek M. Zurada (IJCNN, 2003)

Pharmacodynamic population analysis in chronic renal failure using artificial neural networks - a comparative study. - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier; Jacek M. Zurada (Neural Networks, 2003)

Perception-based expert system with application to clinical decision making. - Adam E. Gaweda; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (FUZZ-IEEE, 2004)

Intelligent control for drug delivery in management of renal anemia. - Adam E. Gaweda; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (ICMLA, 2004)

Incorporating prior knowledge into Q-learning for drug delivery individualization. - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (ICMLA, 2005)

Reinforcement learning approach to individualization of chronic pharmacotherapy. - Adam E. Gaweda; Mehmet K. Muezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (IJCNN, 2005)

Individualization of pharmacological anemia management using reinforcement learning. - Adam E. Gaweda; Mehmet K. Muezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (Neural Networks, 2005)

Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management. - Adam E. Gaweda; Mehmet K. Muezzinoglu; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (EMBC, 2006)

Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble. - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; Jacek M. Zurada; Michael E. Brier (IJCNN, 2007)

Individualized model discovery: The case of anemia patients. - Elom Akabua; Tamer Inanc; Adam E. Gaweda; Michael E. Brier; Seongho Kim; Jacek M. Zurada (Comput. Methods Programs Biomed., 2015)

Individualized drug dosing using RBF-Galerkin method: Case of anemia management in chronic kidney disease. - Hossein Mirinejad; Adam E. Gaweda; Michael E. Brier; Jacek M. Zurada; Tamer Inanc (Comput. Methods Programs Biomed., 2017)

Computational Intelligence Methods in Personalized Pharmacotherapy. - Adam E. Gaweda; Michael E. Brier (Advances in Data Analysis with Computational Intelligence Methods, 2018)

Adaptive Individualized Drug-Dose Response Modeling from a Limited Clinical Data: Case of Warfarin Management. - Affan Affan; Jacek M. Zurada; Michael E. Brier; Tamer Inanc (EMBC, 2021)

Precise Warfarin Management through Personalized Modeling and Control with Limited Clinical Data. - Syed Irfan Ali Meerza; Affan Affan; Hossein Mirinejad; Michael E. Brier; Jacek M. Zurada; Tamer Inanc (EMBC, 2021)