☰

Adam E. Gaweda, Ph.D. - Publications

Affiliations: 
2002 University of Louisville, Louisville, KY, United States 
Area:
Computer Science
Tree Info Similar researchers PubMed Report error

34 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Brier ME, Gaweda AE, Aronoff GR. Personalized Anemia Management and Precision Medicine in ESA and Iron Pharmacology in End-Stage Kidney Disease. Seminars in Nephrology. 38: 410-417. PMID 30082060 DOI: 10.1016/J.Semnephrol.2018.05.010  0.427
2018 Gaweda AE, Jacobs AA, Aronoff GR, Brier ME. Individualized anemia management in a dialysis facility - long-term utility as a single-center quality improvement experience
. Clinical Nephrology. PMID 30049300 DOI: 10.5414/Cn109499  0.385
2017 Mirinejad H, Gaweda AE, Brier ME, Zurada JM, Inanc T. Individualized drug dosing using RBF-Galerkin method: Case of anemia management in chronic kidney disease. Computer Methods and Programs in Biomedicine. 148: 45-53. PMID 28774438 DOI: 10.1016/J.Cmpb.2017.06.008  0.624
2017 Gaweda AE. Markers of iron status in chronic kidney disease. Hemodialysis International. International Symposium On Home Hemodialysis. PMID 28328097 DOI: 10.1111/Hdi.12556  0.325
2016 Brier ME, Gaweda AE. Artificial intelligence for optimal anemia management in end-stage renal disease. Kidney International. 90: 259-61. PMID 27418093 DOI: 10.1016/J.Kint.2016.05.018  0.409
2015 Kim S, Gaweda AE, Wu D, Li L, Rai SN, Brier ME. Simplified Warfarin Dose-response Pharmacodynamic Models. Biomedical Engineering : Applications, Basis, and Communications. 27. PMID 25750489 DOI: 10.4015/S1016237215500015  0.374
2015 Akabua E, Inanc T, Gaweda A, Brier ME, Kim S, Zurada JM. Individualized model discovery: the case of anemia patients. Computer Methods and Programs in Biomedicine. 118: 23-33. PMID 25459523 DOI: 10.1016/J.Cmpb.2014.10.001  0.607
2015 Gaweda AE, Ginzburg YZ, Chait Y, Germain MJ, Aronoff GR, Rachmilewitz E. Iron dosing in kidney disease: inconsistency of evidence and clinical practice. Nephrology, Dialysis, Transplantation : Official Publication of the European Dialysis and Transplant Association - European Renal Association. 30: 187-96. PMID 24821751 DOI: 10.1093/Ndt/Gfu104  0.355
2014 Gaweda AE, Aronoff GR, Jacobs AA, Rai SN, Brier ME. Individualized anemia management reduces hemoglobin variability in hemodialysis patients. Journal of the American Society of Nephrology : Jasn. 25: 159-66. PMID 24029429 DOI: 10.1681/Asn.2013010089  0.387
2014 Gaweda AE, Bhat P, Maglinte GA, Chang CL, Hill J, Park GS, Ashfaq A, Gitlin M. TSAT is a better predictor than ferritin of hemoglobin response to Epoetin alfa in US dialysis patients. Hemodialysis International. International Symposium On Home Hemodialysis. 18: 38-46. PMID 23968235 DOI: 10.1111/Hdi.12078  0.304
2011 Brier ME, Gaweda AE. Predictive modeling for improved anemia management in dialysis patients. Current Opinion in Nephrology and Hypertension. 20: 573-6. PMID 21941178 DOI: 10.1097/Mnh.0B013E32834Bba4E  0.372
2011 Malof JM, Gaweda AE. Optimizing drug therapy with reinforcement learning: The case of anemia management Proceedings of the International Joint Conference On Neural Networks. 2088-2092. DOI: 10.1109/IJCNN.2011.6033485  0.356
2010 Gaweda AE, Nathanson BH, Jacobs AA, Aronoff GR, Germain MJ, Brier ME. Determining optimum hemoglobin sampling for anemia management from every-treatment data. Clinical Journal of the American Society of Nephrology : Cjasn. 5: 1939-45. PMID 20671221 DOI: 10.2215/Cjn.03540410  0.322
2010 Brier ME, Gaweda AE, Dailey A, Aronoff GR, Jacobs AA. Randomized trial of model predictive control for improved anemia management. Clinical Journal of the American Society of Nephrology : Cjasn. 5: 814-20. PMID 20185598 DOI: 10.2215/Cjn.07181009  0.406
2010 Kenner E, Ernstberger Z, Brier M, Gaweda A. 153: Computer-Based Model for Evaluation and Validation of Current Anemia Management Protocols in Hemodialysis American Journal of Kidney Diseases. 55: B70. DOI: 10.1053/J.Ajkd.2010.02.160  0.319
2009 Gaweda AE. Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning Proceedings of the International Joint Conference On Neural Networks. 953-958. DOI: 10.1109/IJCNN.2009.5179004  0.397
2008 Gaweda AE, Jacobs AA, Brier ME. Application of fuzzy logic to predicting erythropoietic response in hemodialysis patients. The International Journal of Artificial Organs. 31: 1035-42. PMID 19115195 DOI: 10.1177/039139880803101207  0.395
2008 Gaweda AE, Jacobs AA, Aronoff GR, Brier ME. Model predictive control of erythropoietin administration in the anemia of ESRD. American Journal of Kidney Diseases : the Official Journal of the National Kidney Foundation. 51: 71-9. PMID 18155535 DOI: 10.1053/J.Ajkd.2007.10.003  0.389
2007 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Using clinical information in goal-oriented learning. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 26: 27-36. PMID 17441606 DOI: 10.1109/Memb.2007.335580  0.731
2007 Gaweda AE, Muezzinoglu MK, Zurada JM, Brier ME. Adaptive prediction of patient response to erythropoietin using neural network ensemble Ieee International Conference On Neural Networks - Conference Proceedings. 2268-2270. DOI: 10.1109/IJCNN.2007.4371311  0.714
2006 Gaweda AE, Muezzinoglu MK, Jacobs AA, Aronoff GR, Brier ME. Model predictive control with reinforcement learning for drug delivery in renal anemia management. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5177-80. PMID 17946288 DOI: 10.1109/IEMBS.2006.260685  0.739
2006 Karwowski W, Gaweda A, Marras WS, Davis K, Zurada JM, Rodrick D. A fuzzy relational rule network modeling of electromyographical activity of trunk muscles in manual lifting based on trunk angels, moments, pelvic tilt and rotation angles International Journal of Industrial Ergonomics. 36: 847-859. DOI: 10.1016/J.Ergon.2006.06.006  0.539
2005 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Individualization of pharmacological anemia management using reinforcement learning. Neural Networks : the Official Journal of the International Neural Network Society. 18: 826-34. PMID 16109475 DOI: 10.1016/J.Neunet.2005.06.020  0.757
2005 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Reinforcement learning approach to individualization of chronic pharmacotherapy Proceedings of the International Joint Conference On Neural Networks. 5: 3290-3295. DOI: 10.1109/IJCNN.2005.1556455  0.754
2005 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Incorporating prior knowledge into Q-learning for drug delivery individualization Proceedings - Icmla 2005: Fourth International Conference On Machine Learning and Applications. 2005: 207-217. DOI: 10.1109/ICMLA.2005.40  0.747
2003 Gaweda AE, Jacobs AA, Brier ME, Zurada JM. Pharmacodynamic population analysis in chronic renal failure using artificial neural networks--a comparative study. Neural Networks : the Official Journal of the International Neural Network Society. 16: 841-5. PMID 12850042 DOI: 10.1016/S0893-6080(03)00084-4  0.581
2003 Karwowski W, Gaweda A, Marras WS, Davis K, Zurada J. Estimation of EMG Activity of Trunk Muscles in Manual Lifting Tasks Based on Trunk Dynamics Using the Fuzzy Relational Rule Network Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 47: 1208-1212. DOI: 10.1177/154193120304701022  0.459
2003 Gaweda AE, Zurada JM. Data-driven linguistic modeling using relational fuzzy rules Ieee Transactions On Fuzzy Systems. 11: 121-134. DOI: 10.1109/Tfuzz.2002.803491  0.547
2003 Gaweda AE, Jacobs AA, Brier ME, Zurada JM. Artificial Neural Network-Based Pharmacodynamic Population Analysis in Chronic Renal Failure Proceedings of the International Joint Conference On Neural Networks. 1: 71-74.  0.583
2003 Gaweda AE, Jacobs AA, Brier ME. Fuzzy rule-based approach to automatic drug dosing in renal failure Ieee International Conference On Fuzzy Systems. 2: 1206-1209.  0.315
2002 Gaweda AE, Zurada JM, Aronhime PB. Efficient data-driven modeling with fuzzy relational rule network Ieee International Conference On Fuzzy Systems. 1: 174-178.  0.508
2001 Gaweda AE, Zurada JM, Setiono R. Input selection in data-driven fuzzy modeling Ieee International Conference On Fuzzy Systems. 3: 1251-1254.  0.496
2001 Gaweda AE, Zurada JM. Equivalence between neural networks and fuzzy systems Proceedings of the International Joint Conference On Neural Networks. 2: 1334-1339.  0.492
2001 Gaweda AE, Zurada JM. Data-driven design of fuzzy system with relational input partition Ieee International Conference On Fuzzy Systems. 2: 610-613.  0.499
Show low-probability matches.