Workshop on Probabilistic Problem Solving in Biomedicine

09:45-10:00: Welcome
10:00-11:00: Invited Talk: Milos Hauskrecht; Conditional outlier detection for clinical alerting
11:00-11:20: Hector Aviles, Roger Luis, Juan Oropeza, Felipe Orihuela, Ronald Leder, Jorge Hernandez and Enrique Sucar; Gesture Therapy 2.0: Adapting the rehabilitation therapy to the patient progress

11:20 - 11:40: Coffee Break

11:40-12:00: Marco Scutari and Radhakrishnan Nagarajan; On Identifying Significant Edges in Graphical Models
12:00-12:20: Hanen Borchani, Concha Bielza and Pedro Larrañaga; Learning Multi-Dimensional Bayesian Network Classifiers Using Markov Blankets: A Case Study in the Prediction of HIV Protease Inhibitors
12:20-12:40: Pablo Hernandez-Leal, Alma Rios-Flores, Felipe Orihuela-Espina, Santiago Avila-Rios, Gustavo Reyes-Teran, Jesus A. Gonzalez, Eduardo F. Morales and L. Enrique Sucar; Unveiling HIV mutational networks associated to pharmacological selective pressure: a temporal Bayesian approach
12:40-13:00: P. Sarkozy, P. Marx, G. Varga, A. Szekely, Zs. Nemoda, Zs. Demetrovics, M. Sasvari-Szekely and P. Antal; Bayesian data analytic knowledge bases in genetic association studies: Serotonergic and Dopaminergic Polymorphisms in Impulsivity

13:00 - 14:30: Lunch Break

14:30-15:30: Invited Talk: Jesse Davis; Statistical Relational Learning for Clinical Domains
15:30-15:50: Maarten van der Heijden and Peter Lucas; A Probabilistic Logic of Qualitative Time
15:50-16:10: Nicos Angelopoulos and Lodewyk Wessels; Effective priors over model structures applied to DNA binding assay data

16:10 - 16:30: Coffee Break

16:30-16:50: Martijn Lappenschaar, Arjen Hommersom, Stefan Visscher and Peter Lucas; Modelling Inter-practice Variation of Disease Interactions using Bayesian Networks
16:50-17:10: Barbaros Yet, Zane Perkins, William Marsh and Norman Fenton; Towards a Method of Building Causal Bayesian Networks for Prognostic Decision Support
17:10-17:30: Manuel Arias and Francisco Javier Díez; Cost-effectiveness analysis with influence diagrams
17:30-17:50: Agnieszka Onisko and Marek Druzdzel; Impact of Quality of Bayesian Networks Parameters on Accuracy of Medical Diagnostic Systems: An Empirical Study