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Full Text	Issue Date	Title	Author(s)
	2012	Fully-automated Interpretation of Biochemical Tests for Decision Support by Smartphones	Lucas, P.J.F.; Smeets, R.; Terwisscha van Scheltinga, J.
	2012	Probabilistic models for smart monitoring	Heijden, M. van der; Lucas, P.J.F.
	2012	A framework for development, teaching and deployment of inference algorithms	Evers, S.; Lucas, P.J.F.
	2012	Gaussian process regression with censored data using expectation propagation	Groot, P.; Lucas, P.J.F.
	2012	Probabilistic Causal Models of Multimorbidity Concepts	Lappenschaar, G.A.M.; Hommersom, A.; Lucas, P.J.F.
	2012	A Semi-Causal Bayesian Network Approach to Prognosis	Hommersom, A.J.; Altena, A. van; Lucas, P.J.F.
	2012	Qualitative chain graphs and their use in medicine	Lappenschaar, M.; Hommersom, A.; Lucas, P.J.F.
	2012	Probabilistic model-based assessment of information quality in uncertain domains	Velikova, M.; Michels, S.; Lucas, P.J.F.
	2012	A Swift detection of AX J1754.2-2754: renewed activity, or evidence of persistent accretion?	Maccarone, T.J.; Jonker, P.; Nelemans, G.A.; Lucas, P.
	2012	A probabilistic framework for image information fusion with an application to mammographic analysis	Velikova, M.V.; Lucas, P.J.F.; Samulski, M.; Karssemeijer, N.
	2012	A Probabilistic Logic-based Model for Fusing Attribute Information of Objects Under Surveillance	Michels, S.; Velikova, M.; Hommersom, A.J.; Lucas, P.J.F.
	2012	Probabilistic Reasoning with Temporal Indeterminacy	Heijden, M. van der; Lucas, P.J.F.
	2011	Reasoning With Different Time Granularities in Industrial Applications	Kwisthout, J.; Lucas, P.J.F.
	2011	Multiple-step Time Series Forecasting with Sparse Gaussian Processes	Groot, P.; Lucas, P.; Bosch, P.
	2011	Modelling Inter-practice Variation of Disease Interactions using Multilevel Bayesian Networks	Lappenschaar, M.; Hommersom, A.; Visscher, S.; Lucas, P.J.F.
	2011	Generalising the Interaction Rules in Probabilistic Logic	Hommersom, A.; Lucas, P.J.F.
	2011	Managing COPD Exacerbations with Telemedicine	Heijden, M. van der; Lijnse, B.; Lucas, P.; Heijdra, Y.; Schermer, T.
	2011	Marginalization without Summation Exploiting Determinism in Factor Algebra	Evers, S.; Lucas, P.
	2011	Discretisation Does Affect the Performance of Bayesian Networks	Robben, S.; Velikova, M.; Lucas, P.J.F.; Samulski, M.
	2011	Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning	Radstake, N.; Lucas, P.; Velikova, M.; Samulski, M.
	2011	Applying Bayesian networks for intelligent adaptable printing systems	Hommersom, A.; Lucas, P.J.F.; Waarsing, R.; Koopman, P.
	2011	Basic Properties of Class Hierarchies regarding Probability Distributions	Quan, W.; Bommel, P. van; Lucas, P.J.F.
	2011	A Predictive Bayesian Network Model for Home Management of Preeclampsia	Velikova, M.; Lucas, P.; Spaanderman, M.
	2011	A Probabilistic logic of qualitative time	Heijden, M. van der; Lucas, P.J.F.
	2011	Relapse after hospital admission for COPD: are routine outpatient follow-up visits the way to go?	Schermer, T.R.J.; Lucas, P.J.F.; Heijdra, Y.F.
	2010	Modelling the interactions between discrete and continuous causal factors in Bayesian networks	Lucas, P.J.F.; Hommersom, A.
	2010	Towards Games for Knowledge Acquisition and Modeling	Hoppenbrouwers, S.J.B.A.; Schotten, B.; Lucas, P.J.F.
	2010	Using bayesian networks in an industrial setting: Making printing systems adaptive	Hommersom, A.; Lucas, P.J.F.
	2010	Using Local Context Information to Improve Automatic Mammographic Mass Detection	Velikova, M.; Lucas, P.J.F.; Karssemeijer, B.
	2010	An advanced probabilistic framework for assisting screening mammogram interpretation	Velikova, M.V.; Ferreira, N.; Samulski, M.; Lucas, P.J.F.; Karssemeijer, N.
	2010	Extracting qualitative knowledge from medical guidelines for clinical decision-support systems	Heijden, M. van der; Lucas, P.J.F.
	2009	Improved mammographic CAD performance using multi-view information: A Bayesian network framework	Velikova, M.; Samulski, M.R.M.; Lucas, P.J.F.; Karssemeijer, N.
	2009	Constraint-based probabilistic learning of metabolic pathways from tomato volatiles	Gavai, A.; Tikunov, Y.; Ursem, R.; Bovy, A.; Eeuwijk, F. van; Nijveen, H.; Lucas, P.J.F.; Leunissen, J.
	2009	Modelling treatment effects in a clinical Bayesian network using Boolean threshold functions	Visscher, S.; Lucas, P.J.F.; Schurink, C.A.M.; Bonten, M.J.M.
	2009	A dynamic Bayesian network for diagnosing ventilator-associated pneumonia in ICU patients	Charitos, Th.; Gaag, L.C. van der; Visscher, S.; Schurink, K.; Lucas, P.J.F.
	2009	The probabilistic interpretation of model-based diagnosis	Flesch, I.; Lucas, P.J.F.; Bierle, A.; Pixley, C.
	2009	Using Model Checking for Critiquing based on Clinical Guidelines	Groot, P.C.; Hommersom, A.J.; Lucas, P.J.F.; Merk, R.J.; Teije, A. ten; Harmelen, F. van; Serban, R.
	2009	Causal probabilistic modelling for two-view mammographic analysis	Velikova, M.V.; Samulski, M.R.M.; Lucas, P.J.F.; Karssemeijer, N.; Combi, C.; Shahar, Y.; Abu-Hanna, A.
	2009	Attacking the knowledge acquisition bottleneck through Games-For-Modelling	Hoppenbrouwers, S.J.B.A.; Lucas, P.J.F.; Romano, D.; Moffat, D.
	2009	Applying Bayesian networks for intelligent adaptable printing systems	Hommersom, A.; Lucas, P.J.F.; Waarsing, R.; Koopman, P.W.M.; Conti, M.; Orcioni, S.; Grammatikakis, M.D.
	2009	Modelling screening mammography images: a probabilistic relational approach	Ferreira, N.; Lucas, P.J.F.; Combi, C.; Shahar, Y.; Abu-Hanna, A.
	2009	Integrating logical reasoning and probabilistic chain graphs	Hommersom, A.; Carvalho Ferreira, N.; Lucas, P.J.F.; Buntine, W.; Grobelnik, M.
	2008	Computer-based Clinical Guidelines and Protocols: a Primer and Current Trends	Teije, A. ten; Lucas, P.; Miksch, S.
	2008	Mixed-integer Bayesian Optimization Utilizing A-priori Knowledge on Parameter Dependences	Emmerich, M.T.M.; Li, R.; Zhang, A.; Flesch, I.; Lucas, P.J.F.; Nijholt, A.
	2008	The Probabilistic Interpretation of Model-based Diagnosis	Flesch, I.; Lucas, P.J.F.; Jaeger, M.; Nielsen, T.
	2008	A Generic Qualitative Characterization of Independence of Causal Influence	Gerven, M.A.J. van; Lucas, P.J.F.; Weide, T.P. van der
	2008	Dynamic Bayesian networks as prognostic models for clinical patient management	Gerven, M.A.J. van; Taal, B.G.; Lucas, P.J.F.
	2008	Predicting pathogens causing ventilator-associated pneumonia using a Bayesian network model	Visscher, S.; Kruisheer, E.; Schurink, C.; Lucas, P.J.F.; Bonten, M.
	2008	Explaining clinical decisions by extracting regularity patterns	Bielza, C.; Pozo, J.A. Fernandez del; Lucas, P.J.F.
	2008	From Probabilistic Logic to Chain Logic	Ferreira, N.; Hommersom, A.J.; Lucas, P.J.F.; Nijholt, A.; Pantic, M.

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