Mental Models as Cognitive Entities. - Michael Egmont-Petersen (SCAI, 1991)

Segmentierung von Röntgenbildern fokaler Knochenläsionen durch neuronale Netzwerke - Optimierung durch Quality Metrics und modifizierte Contribution Analysis. - Frank Vogelsang; Erich Pelikan; Michael Egmont-Petersen; Thomas Tolxdorff; K. Bohndorf (DAGM-Symposium, 1993)

On the quality of neural net classifiers. - Michael Egmont-Petersen; Jan L. Talmon; Jytte Brender; Peter McNair (Artif. Intell. Medicine, 1994)

Detection of implanted markers in radiographic images sequences. - Michael Egmont-Petersen; Theo Arts (Bildverarbeitung für die Medizin, 1996)

Detektion von Leukozyten mit Hilfe neuronaler Strukturen. - U. Schreiner; Michael Egmont-Petersen; Thomas Martin Lehmann; S. C. Tromp; Dick W. Slaaf; Theo Arts (Bildverarbeitung für die Medizin, 1998)

Assessing the importance of features for multi-layer perceptrons. - Michael Egmont-Petersen; Jan L. Talmon; Arie Hasman; Anton W. Ambergen (Neural Networks, 1998)

Segmentation of Dynamic Contrast-Enhanced MR-Images of Post Chemotherapy Ewing's Sarcoma with a Pharmacokinetic Model and a Neural Network. - Michael Egmont-Petersen; Rob J. van der Geest; Henri A. Vrooman; P. C. W. Hogendoorn; Henk-Jan van der Woude; Jasper P. Janssen; Johan L. Bloem; Johan H. C. Reiber (Bildverarbeitung für die Medizin, 1999)

Detection of Bone Tumours in Radiographic Images using Neural Networks. - Michael Egmont-Petersen; Erich Pelikan (Pattern Anal. Appl., 1999)

Recognition of radiopaque markers in X-ray images using a neural network as nonlinear filter. - Michael Egmont-Petersen; Theo Arts (Pattern Recognit. Lett., 1999)

Sequential selection of discrete features for neural networks - A Bayesian approach to building a cascade. - Michael Egmont-Petersen; W. R. M. Dassen; Johan H. C. Reiber (Pattern Recognit. Lett., 1999)

Segmentation of Bone Tumor in MR Perfusion Images Using Neural Networks and Multiscale Pharmacokinetic Features. - Michael Egmont-Petersen; Alejandro F. Frangi; Wiro J. Niessen; P. C. W. Hogendoorn; Johan L. Bloem; Max A. Viergever; Johan H. C. Reiber (ICPR, 2000)

Detection of leukocytes in contact with the vessel wall from in vivo microscope recordings using a neural network. - Michael Egmont-Petersen; U. Schreiner; S. C. Tromp; Thomas Martin Lehmann; Dick W. Slaaf; Theo Arts (IEEE Trans. Biomed. Eng., 2000)

The Effects of Disregarding Test Characteristics in Probabilistic Networks. - Linda C. van der Gaag; C. L. M. Witteman; Silja Renooij; Michael Egmont-Petersen (AIME, 2001)

Assessment of the influence of preoperative chemotherapy in patients with osteosarcoma by dynamic contrast-enhanced MRI using pharmacokinetic modeling. - Michael Egmont-Petersen; P. C. W. Hogendoorn; Rob J. van der Geest; Johan L. Bloem; Johan H. C. Reiber (Bildverarbeitung für die Medizin, 2001)

Bone tumor segmentation from MR perfusion images with neural networks using multi-scale pharmacokinetic features. - Alejandro F. Frangi; Michael Egmont-Petersen; Wiro J. Niessen; Johan H. C. Reiber; Max A. Viergever (Image Vis. Comput., 2001)

Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search. - Bart Baesens; Michael Egmont-Petersen; Robert Castelo; Jan Vanthienen (ICPR (3), 2002)

Scale-invariant segmentation of dynamic contrast-enhanced perfusion MR images with inherent scale selection. - Jasper P. Janssen; Michael Egmont-Petersen; Emile A. Hendriks; Marcel J. T. Reinders; Rob J. van der Geest; P. C. W. Hogendoorn; Johan H. C. Reiber (Comput. Animat. Virtual Worlds, 2002)

Image processing with neural networks - a review. - Michael Egmont-Petersen; Dick de Ridder; Heinz Handels (Pattern Recognit., 2002)

Accurate object localization in gray level images using the center of gravity measure: accuracy versus precision. - Hans C. van Assen; Michael Egmont-Petersen; Johan H. C. Reiber (IEEE Trans. Image Process., 2002)

A Knowledge-Based Approach to Automatic Detection of the Spinal Cord in CT Images. - Neculai Archip; Pierre-Jean Erard; Michael Egmont-Petersen; Jean-Marie Haefliger; Jean-Francois Germond (IEEE Trans. Medical Imaging, 2002)

Discovery of Regulatory Connections in Microarray Data. - Michael Egmont-Petersen; Wim de Jonge; Arno Siebes (PKDD, 2004)

Feature Selection by Markov Chain Monte Carlo Sampling - A Bayesian Approach. - Michael Egmont-Petersen (SSPR/SPR, 2004)

Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers. - Bart Baesens; Geert Verstraeten; Dirk Van den Poel; Michael Egmont-Petersen; Patrick Van Kenhove; Jan Vanthienen (Eur. J. Oper. Res., 2004)

Confidence intervals for probabilistic network classifiers. - Michael Egmont-Petersen; A. J. Feelders; Bart Baesens (Comput. Stat. Data Anal., 2005)

Error probabilities for local extrema in gene expression data. - Perry Groot; Christian Gilissen; Michael Egmont-Petersen (Pattern Recognit. Lett., 2007)