Agnieszka Onisko - researchr alias

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Viewing Publication 1 - 12 from 12

2015

Dynamic Bayesian Network for Cervical Cancer ScreeningAgnieszka Onisko, R. Marshall Austin. In Arjen Hommersom, Peter J. F. Lucas, editors, Foundations of Biomedical Knowledge Representation - Methods and Applications. Volume 9521 of Lecture Notes in Computer Science, pages 207-218, Springer, 2015. [doi]

Prediction and Prognosis of Health and DiseaseAgnieszka Onisko, Allan Tucker, Marek J. Druzdzel. In Arjen Hommersom, Peter J. F. Lucas, editors, Foundations of Biomedical Knowledge Representation - Methods and Applications. Volume 9521 of Lecture Notes in Computer Science, pages 181-188, Springer, 2015. [doi]

2014

Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic SystemsAgnieszka Onisko, Marek J. Druzdzel. icaisc 2014: 167-178 [doi]

2013

Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systemsAgnieszka Onisko, Marek J. Druzdzel. artmed, 57(3):197-206, 2013. [doi]

2008

The impact of overconfidence bias on practical accuracy of Bayesian network models: an empirical studyMarek J. Druzdzel, Agnieszka Onisko. uai 2008: [doi]

2006

Use of Elvira s explanation facility for debugging probabilistic expert systemsCarmen Lacave, Agnieszka Onisko, Francisco Javier Díez. kbs, 19(8):730-738, 2006. [doi]

2005

Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision AnalysisMichael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko. amia 2005: [doi]

2002

An Experimental Comparison of Methods for Handling Incomplete Data in Learning Parameters of Bayesian NetworksAgnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk. iis 2002: 351-360

2001

Learning Bayesian network parameters from small data sets: application of Noisy-OR gatesAgnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk. ijar, 27(2):165-182, 2001. [doi]

Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic SystemsAgnieszka Onisko, Peter J. F. Lucas, Marek J. Druzdzel. aime 2001: 283-292 [doi]

2000

Extension of the HEPAR II Model to Multiple-Disorder DiagnosisAgnieszka Onisko, Marek Druzdezel, Hanna Wasyluk. iiswc 2000: 303-313

1999

Knowledge Engineering for Very Large Decision-analytic Medical ModelsMarek J. Druzdzel, Agnieszka Onisko, Daniel Schwartz, John N. Dowling, Hanna Wasyluk. amia 1999: [doi]

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