Classification of mammographic masses using support vector machines and Bayesian networks. - Maurice Samulski; Nico Karssemeijer; Peter J. F. Lucas; Perry Groot (Computer-Aided Diagnosis, 2007)

Toward Expert Knowledge Representation for Automatic Breast Cancer Detection. - Marina Velikova; Maurice Samulski; Nico Karssemeijer; Peter J. F. Lucas (AIMSA, 2008)

A decision support system for breast cancer detection in screening programs. - Marina Velikova; Peter J. F. Lucas; Nivea de Carvalho Ferreira; Maurice Samulski; Nico Karssemeijer (ECAI, 2008)

Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms. - Marina Velikova; Hennie Daniels; Maurice Samulski (ICANN (1), 2008)

An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms. - Nico Karssemeijer; Andrea Hupse; Maurice Samulski; Michiel Kallenberg; Carla Boetes; Gerard J. den Heeten (Digital Mammography / IWDM, 2008)

Matching mammographic regions in mediolateral oblique and cranio caudal views: a probabilistic approach. - Maurice Samulski; Nico Karssemeijer (Computer-Aided Diagnosis, 2008)

Causal Probabilistic Modelling for Two-View Mammographic Analysis. - Marina Velikova; Maurice Samulski; Peter J. F. Lucas; Nico Karssemeijer (AIME, 2009)

Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning. - Niels Radstake; Peter J. F. Lucas; Marina Velikova; Maurice Samulski (KR4HC, 2010)

Discretisation Does Affect the Performance of Bayesian Networks. - Saskia Robben; Marina Velikova; Peter J. F. Lucas; Maurice Samulski (SGAI Conf., 2010)

Computer aided detection of breast masses in mammography using support vector machine classification. - Jan M. Lesniak; Rianne Hupse; Michiel Kallenberg; Maurice Samulski; Rémi Blanc; Nico Karssemeijer; Gábor Székely (Computer-Aided Diagnosis, 2011)

Optimizing Case-Based Detection Performance in a Multiview CAD System for Mammography. - Maurice Samulski; Nico Karssemeijer (IEEE Trans. Medical Imaging, 2011)

A probabilistic framework for image information fusion with an application to mammographic analysis. - Marina Velikova; Peter J. F. Lucas; Maurice Samulski; Nico Karssemeijer (Medical Image Anal., 2012)

On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks. - Marina Velikova; Peter J. F. Lucas; Maurice Samulski; Nico Karssemeijer (Artif. Intell. Medicine, 2013)