Knowledge Engineering for Very Large Decision-analytic Medical Models. - Marek J. Druzdzel; Agnieszka Onisko; Daniel Schwartz; John N. Dowling; Hanna Wasyluk (AMIA, 1999)

Extension of the HEPAR II Model to Multiple-Disorder Diagnosis. - Agnieszka Onisko; Marek Druzdezel; Hanna Wasyluk (Intelligent Information Systems, 2000)

Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems. - Agnieszka Onisko; Peter J. F. Lucas; Marek J. Druzdzel (AIME, 2001)

Learning Bayesian network parameters from small data sets: application of Noisy-OR gates. - Agnieszka Onisko; Marek J. Druzdzel; Hanna Wasyluk (Int. J. Approx. Reason., 2001)

An Experimental Comparison of Methods for Handling Incomplete Data in Learning Parameters of Bayesian Networks. - Agnieszka Onisko; Marek J. Druzdzel; Hanna Wasyluk (Intelligent Information Systems, 2002)

Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis. - Michael M. Wagner 001; Garrick L. Wallstrom; Agnieszka Onisko (AMIA, 2005)

Use of Elvira's explanation facility for debugging probabilistic expert systems. - Carmen Lacave; Agnieszka Onisko; Francisco Javier Díez 001 (Knowl. Based Syst., 2006)

The impact of overconfidence bias on practical accuracy of Bayesian network models: an empirical study. - Marek J. Druzdzel; Agnieszka Onisko (BMA, 2008)

Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems. - Agnieszka Onisko; Marek J. Druzdzel (Artif. Intell. Medicine, 2013)

Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems. - Agnieszka Onisko; Marek J. Druzdzel (ICAISC (2), 2014)

Dynamic Bayesian Network for Cervical Cancer Screening. - Agnieszka Onisko; R. Marshall Austin (Foundations of Biomedical Knowledge Representation, 2015)

Prediction and Prognosis of Health and Disease. - Agnieszka Onisko; Allan Tucker; Marek J. Druzdzel (Foundations of Biomedical Knowledge Representation, 2015)