| 2015 | GECCO | A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda. | Viktoria Dorfer, Sergey Maltsev, Stephan Dreiseitl, Karl Mechtler, Stephan M. Winkler |
| 2012 | AMIA | Testing the Calibration of Classification Models from First Principles. | Stephan Dreiseitl, Melanie Osl |
| 2008 | AMIA | Improving Calibration of Logistic Regression Models by Local Estimates. | Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl |
| 2007 | AMIA | Applying a decision support system in clinical practice: Results from melanoma diagnosis. | Stephan Dreiseitl, Michael Binder, Staal Amund Vinterbo, Harald Kittler |
| 2002 | AMIA | Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. | Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl, Tor-Kristian Jenssen, Winston Patrick Kuo |
| 2001 | AMIA | Disambiguation data: extracting information from anonymized sources. | Stephan Dreiseitl, Staal Amund Vinterbo, Lucila Ohno-Machado |
| 2001 | AMIA | Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. | Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl |
| 2001 | AMIA | Hiding information by cell suppression. | Staal Amund Vinterbo, Lucila Ohno-Machado, Stephan Dreiseitl |
| 2001 | SMC | Conflict management in multiagent robotic system: FSM and fuzzy logic approach. | Witold Jacak, Stephan Dreiseitl, Karin Prll, Jerzy W. Rozenblit |
| 2000 | AMIA | Risk stratification in heart failure using artificial neural networks. | Felipe Atienza, Nieves Martnez-Alzamora, Jos A. De Velasco, Stephan Dreiseitl, Lucila Ohno-Machado |
| 2000 | AMIA | Building knowledge in a complex preterm birth problem domain. | Linda K. Goodwin, Sean Maher, Lucila Ohno-Machado, Mary Ann Iannacchione, Patrick Crockett, Stephan Dreiseitl, Staal Amund Vinterbo, W. Edward Hammond |
| 2000 | SMC | Conflict management in an intelligent multiagent robotic system. | Witold Jacak, Karin Prll, Stephan Dreiseitl |
| 1999 | AMIA | Self-Organizing Maps for Visualization of Medical Data Sets. | Stephan Dreiseitl, Lucila Ohno-Machado |
| 1999 | AMIA | Evaluating variable selection methods for diagnosis of myocardial infarction. | Stephan Dreiseitl, Lucila Ohno-Machado, Staal Amund Vinterbo |
| 1999 | AMIA | Clinical Data Processing Tools: A Machine Learning Resource. | Lucila Ohno-Machado, Staal Amund Vinterbo, Aleksander hrn, Stephan Dreiseitl |
| 1996 | IROS | Neural network-based modeling of robot action effects in conceptual state space of real world. | Witold Jacak, Stephan Dreiseitl, Robert Muszynski |
| 1993 | IWANN | Automatic Generation of C | Stephan Dreiseitl, Dongming Wang |