| 2011 | AIME | The Intelligent Ventilator Project: Application of Physiological Models in Decision Support. | Stephen Edward Rees, Dan S. Karbing, Charlotte Allerd, Marianne Toftegaard, Per Thorgaard, Egon Toft, Sren Kjrgaard, Steen Andreassen |
| 2009 | AIME | Steps on the Road to Clinical Application of Decision Support - Example TREAT. | Steen Andreassen, Alina Zalounina, Knud Buus Pedersen, John Gade, Mical Paul, Leonard Leibovici |
| 2003 | AIME | Hierarchical Dirichlt Learning - Filling in the Thin Spots in a Database. | Steen Andreassen, Brian Kristensen, Alina Zalounina, Leonard Leibovici, Uwe Frank, Henrik C. Schnheyder |
| 2003 | AIME | Bayesian Learning of the Gas Exchange Properties of the Lung for Prediction of Arterial Oxygen Saturation. | David Murley, Stephen Edward Rees, Bodil Rasmussen, Steen Andreassen |
| 2001 | AIME | Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases. | Steen Andreassen, Marko Suojanen, Bjrn Falck, Kristian G. Olesen |
| 2001 | AIME | Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System. | Stephen Edward Rees, Charlotte Allerd, Sren Kjrgaard, Egon Toft, Per Thorgaard, Steen Andreassen |
| 1997 | AIME | A Method for Diagnosing in Large Medical Expert Systems Based on Causal Probabilistic Networks. | Marko Suojanen, Kristian G. Olesen, Steen Andreassen |
| 1995 | AIME | Dynamic Propagation in Causal Probabilistic Networks with Instantiated Variables. | Ole K. Hejlesen, Steen Andreassen, Stig K. Andersen |
| 1991 | AIME | A Model-Based Approach to Insulin Adjustment. | Steen Andreassen, Roman Hovorka, Jonathan J. Benn, Kristian G. Olesen, Ewart R. Carson |
| 1987 | IJCAI | MUNIN - A Causal Probabilistic Network for Interpretation of Electromyographic Findings. | Steen Andreassen, Marianne Woldbye, Bjrn Falck, Stig K. Andersen |
| 1986 | ECAI | Knowledge Representations for Diagnosis and Test Planning in the Domain of Electromyography. | Stig K. Andersen, Steen Andreassen, Marianne Woldbye |