Maurice Samulski

Publication Activity (10 Years)

Years Active: 2007-2013
Publications (10 Years): 0

Top Topics

Machine Learning

Background Knowledge

Information Fusion

Top Venues

Artif. Intell. Medicine

Medical Image Anal.

Publications

Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer
On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks. Artif. Intell. Medicine 57 (1) (2013)
Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer
A probabilistic framework for image information fusion with an application to mammographic analysis. Medical Image Anal. 16 (4) (2012)
Jan M. Lesniak, Rianne Hupse, Michiel Kallenberg, Maurice Samulski, Rémi Blanc, Nico Karssemeijer, Gábor Székely
Computer aided detection of breast masses in mammography using support vector machine classification. Medical Imaging: Computer-Aided Diagnosis (2011)
Maurice Samulski, Nico Karssemeijer
Optimizing Case-Based Detection Performance in a Multiview CAD System for Mammography. IEEE Trans. Medical Imaging 30 (4) (2011)
Niels Radstake, Peter J. F. Lucas, Marina Velikova, Maurice Samulski
Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning. KR4HC (2010)
Saskia Robben, Marina Velikova, Peter J. F. Lucas, Maurice Samulski
Discretisation Does Affect the Performance of Bayesian Networks. SGAI Conf. (2010)
Marina Velikova, Maurice Samulski, Peter J. F. Lucas, Nico Karssemeijer
Causal Probabilistic Modelling for Two-View Mammographic Analysis. AIME (2009)
Maurice Samulski, Nico Karssemeijer
Matching mammographic regions in mediolateral oblique and cranio caudal views: a probabilistic approach. Medical Imaging: Computer-Aided Diagnosis (2008)
Marina Velikova, Peter J. F. Lucas, Nivea de Carvalho Ferreira, Maurice Samulski, Nico Karssemeijer
A decision support system for breast cancer detection in screening programs. ECAI (2008)
Nico Karssemeijer, Andrea Hupse, Maurice Samulski, Michiel Kallenberg, Carla Boetes, Gerard J. den Heeten
An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms. Digital Mammography / IWDM (2008)
Marina Velikova, Maurice Samulski, Nico Karssemeijer, Peter J. F. Lucas
Toward Expert Knowledge Representation for Automatic Breast Cancer Detection. AIMSA (2008)
Marina Velikova, Hennie Daniels, Maurice Samulski
Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms. ICANN (1) (2008)
Maurice Samulski, Nico Karssemeijer, Peter J. F. Lucas, Perry Groot
Classification of mammographic masses using support vector machines and Bayesian networks. Medical Imaging: Computer-Aided Diagnosis (2007)