|
Click on a project in the table below for all publications registered to that project.
Project IS8: B-SCREEN: Bayesian Decision Support in Medical Screening
2010
- A. Minin, M. Velikova, B. Lang, H. Daniels, (2009). Comparison of universal approximators incorporating partial monotonicity by structure. In Neural Networks Volume 23, Issue 4, May 2010, Pages 471-475, 2010.
2009
- N. Ferreira and P. Lucas: Modelling Screening Mammography Images: a Probabilistic Relational Approach, In Proceedings of the 12th Conference on Artificial Intelligence in Medicine (AIME), LNAI, 2009.
- M. Velikova, M. Samulski, P. Lucas, N.Karssemeijer, Causal Probabilistic Modelling for Two-View Mammographic Analysis, In Proceedings of the 12th Conference on Artificial Intelligence in Medicine (AIME), LNAI, 2009.
- M. Velikova, M. Samulski, P. Lucas, N.Karssemeijer, Improved Mammographic CAD Performance using Multi-View Information: A Bayesian network framework, Physics in Medicine and Biology, Vol. 54, pp. 1131-1147, 2009
- Dr N. Ferreira, M.C. Schut (2009). On Agent Modelling and System Simulation of Self-Organisation. In Proceedings of 23rd EUROPEAN Conference on Modelling and Simulation ECMS 2009, pp. 166-172, 2009.
- Dr N. Ferreira, A.J. Hommersom, P.J.F. Lucas (2009). Integrating Logical Reasoning and Probabilistic Chain Graphs. In Machine Learning and Knowledge Discovery in Databases, 548-563, 2009.
- Dr N. Ferreira, A. Jankowska, M.C. Schut (2009). A Wireless Actuator-Sensor Neural Network for Evacuation Routing. In 2009 Third International Conference on Sensor Technologies and Applications, pp.139-144, 2009.
2008
- N. Ferreira and M. Fisher and W. van der Hoek. Specifying and reasoning about uncertain agents, International Journal of Approximate Reasoning, 49(1), pp. 35-51, 2008.
- N. Ferreira, A. Hommersom and P. Lucas, From Probabilistic Horn Logic to Chain Logic, In Proceedings of the 20th Belgian-Dutch Conference on Artificial Intelligence (BNAIC), pp. 73-80, 2008 (Best paper award.)
- M. Velikova, M. Samulski, N.Karssemeijer, P. Lucas, Toward expert knowledge representation for automatic breast cancer detection, In Proceedings of the 13th biennial International Conference on Artificial Intelligence: Methodology, Systems, Applications (AIMSA), LNAI 5253, pp. 333-344, 2008.
- M. Velikova, H. Daniels, M. Samulski, Partially monotone networks applied to breast cancer detection on mammograms, In Proceedings of the 18th International Conference on Artificial Neural Networks (ICANN), LNCS 5163, pp. 917-926, 2008.
- M. Velikova, P. Lucas, N. de Carvalho Ferreira, M. Samulski, N.Karssemeijer, A decision support system for breast cancer detection in screening programs, In Proceedings of the 18th biennial European Conference on Artificial Intelligence (ECAI), Vol. 178, pp. 658 - 662, 2008.
- M. Samulski and N. Karssemeijer. Matching mammographic regions in mediolateral oblique and cranio caudal views: A probabilistic approach. In Proceedings of SPIE, Vol. 6915, Medical Imaging 2008: Computer-Aided Diagnosis, 2008.
2007
- M. Samulski, N. Karssemeijer, P. Lucas M.D., and P. Groot. Classification of mammographic masses using support vector machines and Bayesian networks. In: Proceedings of SPIE Vol. 6514, Medical Imaging 2007: Computer-Aided Diagnosis, 2007
- M. Velikova, N. de Carvalho Ferreira, and P. Lucas. Bayesian network decomposition for modeling breast cancer detection. In: Proceedings of the 11th Conference on Artificial Intelligence in Medicine (AIME) (volume 4594, pages 346-350), Lecture Notes in Artificial Intelligence, 2007
|
