Concepedia
Statistics
Publications
15
Citations
683
H-Index
14
Active since
2004
Affiliations
Radboud University Nijmegen(Current)
Radboud University Medical Center
Tilburg University
Erasmus University Rotterdam
Leiden University
Marina Velikova is an author at Radboud University Nijmegen specializing in computing, computer science, and health informatics.
Publications per year
2004–2019
Monotone and Partially Monotone Neural Networks
Hennie Daniels, Marina Velikova · IEEE Transactions on Neural Networks · 2010 · 202 citations
Computing, Computer Science, Mathematics +9
Exploiting causal functional relationships in Bayesian network modelling for personalised healthcare
Marina Velikova, Josien Terwisscha van Scheltinga, Peter Lucas et al. · International Journal of Approximate Reasoning · 2013 · 83 citations · Full text
Public Health, Biostatistics, Health Informatics +14
Learning Bayesian networks for clinical time series analysis
Maarten van der Heijden, Marina Velikova, Peter Lucas · Journal of Biomedical Informatics · 2013 · 66 citations
Computing, Clinical Sciences, Health Informatics +14
Improved mammographic CAD performance using multi-view information: a Bayesian network framework
Marina Velikova, Maurice Samulski, Peter Lucas et al. · Physics in Medicine and Biology · 2009 · 57 citations
Medicine, Radiology, Cancer Screening +13
On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks
Marina Velikova, Peter Lucas, Maurice Samulski et al. · Artificial Intelligence in Medicine · 2013 · 44 citations
Computing, Computer Science, Computer Vision +16
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