Knowledge Representations for Diagnosis and Test Planning in the Domain of Electromyography. - Stig K. Andersen; Steen Andreassen; Marianne Woldbye (ECAI, 1986)

MUNIN - A Causal Probabilistic Network for Interpretation of Electromyographic Findings. - Steen Andreassen; Marianne Woldbye; Björn Falck; Stig K. Andersen (IJCAI, 1987)

A munin network for the median nerve - a case study on loops. - Kristian G. Olesen; Uffe Kjærulff; Frank Jensen; Finn Verner Jensen; Björn Falck; Steen Andreassen; Stig K. Andersen (Appl. Artif. Intell., 1989)

A Model-Based Approach to Insulin Adjustment. - Steen Andreassen; Roman Hovorka; Jonathan J. Benn; Kristian G. Olesen; Ewart R. Carson (AIME, 1991)

A Validation Methodology for Testing Decision-Support Systems for Insulin Dosage Adjustment. - Abdul V. Roudsari; H. J. Leicester; Eldon D. Lehmann; Roman Hovorka; Steen Andreassen; Tibor Deutsch; Ewart R. Carson; P. H. Sönksen (MIE, 1991)

Planning of therapy and tests in causal probabilistic networks. - Steen Andreassen (Artif. Intell. Medicine, 1992)

Causal Probabilistic Network Modeling - An Illustration of its Role in the Management of Chronic Diseases. - Roman Hovorka; Steen Andreassen; Jonathan J. Benn; Kristian G. Olesen; Ewart R. Carson (IBM Syst. J., 1992)

Specification of models in large expert systems based on causal probabilistic networks. - Kristian G. Olesen; Steen Andreassen (Artif. Intell. Medicine, 1993)

Dynamic Propagation in Causal Probabilistic Networks with Instantiated Variables. - Ole K. Hejlesen; Steen Andreassen; Stig K. Andersen (AIME, 1995)

A Method for Diagnosing in Large Medical Expert Systems Based on Causal Probabilistic Networks. - Marko Suojanen; Kristian G. Olesen; Steen Andreassen (AIME, 1997)

A Decision Theoretic Approach to Empirical Treatment of Bacteraemia Originating from the Urinary Tract. - Steen Andreassen; Leonard Leibovici; Henrik C. Schønheyder; Brian Kristensen; Christian Riekehr; Anders Geill Kjær; Kristian G. Olesen (AIMDM, 1999)

Using probabilistic and decision-theoretic methods in treatment and prognosis modeling. - Steen Andreassen; Christian Riekehr; Brian Kristensen; Henrik C. Schønheyder; Leonard Leibovici (Artif. Intell. Medicine, 1999)

Dynamic updating in DIAS-NIDDM and DIAS causal probabilistic networks. - Roman Hovorka; Romulus S. Tudor; David Southerden; Darryl R. Meeking; Steen Andreassen; Ole K. Hejlesen; David A. Cavan (IEEE Trans. Biomed. Eng., 1999)

A model of the endogenous glucose balance incorporating the characteristics of glucose transporters. - Tom Arleth; Steen Andreassen; Marco Orsini Federici; Massimo Massi Benedetti (Comput. Methods Programs Biomed., 2000)

Computers in diabetes - an introduction. - Ewart R. Carson; Steen Andreassen; David A. Cavan; Enrique J. Gómez (Comput. Methods Programs Biomed., 2000)

A Causal Probabilistic Network for Optimal Treatment of Bacterial Infections. - Leonard Leibovici; Michal Fishman; Henrik C. Schønheyder; Christian Riekehr; Brian Kristensen; Ilana Shraga; Steen Andreassen (IEEE Trans. Knowl. Data Eng., 2000)

Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases. - Steen Andreassen; Marko Suojanen; Björn Falck; Kristian G. Olesen (AIME, 2001)

Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System. - Stephen Edward Rees; Charlotte Allerød; Søren Kjærgaard; Egon Toft; Per Thorgaard; Steen Andreassen (AIME, 2001)

A method for diagnosing multiple diseases in MUNIN. - Marko Suojanen; Steen Andreassen; Kristian G. Olesen (IEEE Trans. Biomed. Eng., 2001)

Computers in Diabetes 2000. - Steen Andreassen; Enrique J. Gómez; Ewart R. Carson (Comput. Methods Programs Biomed., 2002)

Hierarchical Dirichlét Learning - Filling in the Thin Spots in a Database. - Steen Andreassen; Brian Kristensen; Alina Zalounina; Leonard Leibovici; Uwe Frank; Henrik C. Schønheyder (AIME, 2003)

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 (AIME, 2003)

Modularizing inference in large causal probabilistic networks. - Kristian G. Olesen; Steen Andreassen; Marko Suojanen (Int. J. Intell. Syst., 2003)

Decision support of inspired oxygen selection based on Bayesian learning of pulmonary gas exchange parameters. - David Murley; Stephen Edward Rees; Bodil Rasmussen; Steen Andreassen (Artif. Intell. Medicine, 2005)

A method for calculation of arterial acid-base and blood gas status from measurements in the peripheral venous blood. - Stephen Edward Rees; Marianne Toftegaard; Steen Andreassen (Comput. Methods Programs Biomed., 2006)

A stochastic model of susceptibility to antibiotic therapy - The effects of cross-resistance and treatment history. - Alina Zalounina; Mical Paul; Leonard Leibovici; Steen Andreassen (Artif. Intell. Medicine, 2007)

Simulation of cardiovascular system diseases by including the autonomic nervous system into a minimal model. - Bram W. Smith; Steen Andreassen; Geoffrey M. Shaw; Per L. Jensen; Stephen Edward Rees; J. Geoffrey Chase (Comput. Methods Programs Biomed., 2007)

A decision support system for suggesting ventilator settings: Retrospective evaluation in cardiac surgery patients ventilated in the ICU. - Charlotte Allerød; Stephen Edward Rees; Bodil Rasmussen; Dan S. Karbing; Søren Kjærgaard; Per Thorgaard; Steen Andreassen (Comput. Methods Programs Biomed., 2008)

Generic causal probabilistic networks: A solution to a problem of transferability in medical decision support. - Karsten Jensen; Steen Andreassen (Comput. Methods Programs Biomed., 2008)

Prediction of hemodynamic changes towards PEEP titrations at different volemic levels using a minimal cardiovascular model. - Christina Starfinger; J. Geoffrey Chase; Christopher E. Hann; Geoffrey M. Shaw; Per Henrik Lambert; Bram W. Smith; E. Sloth; A. Larsson; Steen Andreassen; Stephen Edward Rees (Comput. Methods Programs Biomed., 2008)

Model-based identification of PEEP titrations during different volemic levels. - Christina Starfinger; J. Geoffrey Chase; Christopher E. Hann; Geoffrey M. Shaw; Per Henrik Lambert; Bram W. Smith; E. Sloth; A. Larsson; Steen Andreassen; Stephen Edward Rees (Comput. Methods Programs Biomed., 2008)

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 (AIME, 2009)

A glucose-insulin pharmacodynamic surface modeling validation and comparison of metabolic system models. - J. Geoffrey Chase; Steen Andreassen; Ulrike Pielmeier; Christopher E. Hann; Kirsten A. McAuley; Jim I. Mann (Biomed. Signal Process. Control., 2009)

A simulation model of insulin saturation and glucose balance for glycemic control in ICU patients. - Ulrike Pielmeier; Steen Andreassen; Birgitte S. Nielsen; J. Geoffrey Chase; Pernille Haure (Comput. Methods Programs Biomed., 2010)

The Intelligent Ventilator Project: Application of Physiological Models in Decision Support. - Stephen Edward Rees; Dan S. Karbing; Charlotte Allerød; Marianne Toftegaard; Per Thorgaard; Egon Toft; Søren Kjærgaard; Steen Andreassen (AIME, 2011)

Extended selected papers from the 7th IFAC Symposium on Modelling and Control in Biomedical Systems (MCBMS'09). - David Dagan Feng; Steen Andreassen; Stephen Edward Rees (Biomed. Signal Process. Control., 2011)

Introduction. - Ewart R. Carson; Stephen Edward Rees; Steen Andreassen; David Dagan Feng (Comput. Methods Programs Biomed., 2011)

A model of perfusion of the healthy human lung. - M. L. Mogensen; K. S. Steimle; Dan S. Karbing; Steen Andreassen (Comput. Methods Programs Biomed., 2011)

Tidal breathing model describing end-tidal, alveolar, arterial and mixed venous CO2 and O2. - Peter Poulsen; Dan S. Karbing; Stephen Edward Rees; Steen Andreassen (Comput. Methods Programs Biomed., 2011)

Introduction for special issue "Cardio-Pulmonary Modelling". - Stephen Edward Rees; Ewart R. Carson; David Dagan Feng; Steen Andreassen (Comput. Methods Programs Biomed., 2011)

Modelling and control in biomedical systems. - Stephen Edward Rees; Ewart R. Carson; David Dagan Feng; Steen Andreassen (Comput. Methods Programs Biomed., 2011)

A model of ventilation of the healthy human lung. - K. L. Steimle; M. L. Mogensen; Dan S. Karbing; Jorge Bernardino de la Serna; Steen Andreassen (Comput. Methods Programs Biomed., 2011)

Retrospective evaluation of a decision support system for controlled mechanical ventilation. - Dan S. Karbing; Charlotte Allerød; Lars Pilegaard Thomsen; Kurt Espersen; Per Thorgaard; Steen Andreassen; Søren Kjærgaard; Stephen Edward Rees (Medical Biol. Eng. Comput., 2012)

Model-based measurement of gas exchange in healthy subjects using ALPE essential - influence of age, posture and gender. - Dan S. Karbing; Lars Pilegaard Thomsen; J. Moesgaard; Steen Andreassen; Egon Toft; Per Thorgaard; Stephen Edward Rees (EMBC, 2013)

Evaluating modifications to the Glucosafe decision support system for tight glycemic control in the ICU using virtual patients. - Mark Lillelund Rousing; Ulrike Pielmeier; Steen Andreassen (Biomed. Signal Process. Control., 2014)

Interpretative reading of the antibiogram - a semi-naïve Bayesian approach. - Steen Andreassen; Alina Zalounina; Mical Paul; Line Sanden; Leonard Leibovici (Artif. Intell. Medicine, 2015)

Stability of the insulin-glucose feedback loop in Glucosafe: A comparison of pancreas models. - Mark Lillelund Rousing; Ulrike Pielmeier; Steen Andreassen (Biomed. Signal Process. Control., 2015)

An in silico method to identify computer-based protocols worthy of clinical study: An insulin infusion protocol use case. - Anthony Wong; Ulrike Pielmeier; Peter J. Haug; Steen Andreassen; Alan H. Morris (J. Am. Medical Informatics Assoc., 2016)

Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions. - Alan H. Morris; Brian Stagg; Michael Lanspa; James Orme; Terry P. Clemmer; Lindell K. Weaver; Frank Thomas; Colin K. Grissom; Ellie Hirshberg; Thomas D. East; Carrie Jane Wallace; Michael P. Young; et al. (J. Am. Medical Informatics Assoc., 2021)

Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. - Alan H. Morris; Christopher Horvat; Brian Stagg; David W. Grainger; Michael Lanspa; James Orme; Terry P. Clemmer; Lindell K. Weaver; Frank Thomas; Colin K. Grissom; Ellie Hirshberg; Thomas D. East; et al. (J. Am. Medical Informatics Assoc., 2022)