Paper session: Bayesian Networks and Decision Support (Chair: TBC)
M.T. Izadi, D.L. Buckeridge An Application of Bayesian Network Models to Discover Productivity Patterns in Primary HealthCare
A.G. Floares Intelligent Systems for Interferon Treatment Decision Support in Chronic Hepatitis C Based on i-Biopsy
L.A. Celi, L.C. Hinske, G. Alterovitz, P. Szolovits Artificial intelligence to facilitate dynamic personalized medicine in the ICU: A proof-of-concept study
10:30 am
Break
10:50 am
Paper session: Prediction and Classification (Chair: TBC)
J. Iavindrasana, G. Cohen, A. Depeursinge, R. Meyer, A. Geissbuhler Minimal Set of Attributes Required to Report Hospital-Acquired Infection Cases
M. Popescu, E. Florea, J. Krampe, M. Skubic, M. Rantz Prediction of the Pulse Pressure Trend in Elderly Using In-Home Monitoring Sensors: A Pilot Study
M. Torii, H. Liu Feature subsetting for biomedical document classification
S. Mani, J.-H. Weitkamp, C.F. Aliferis, A. Ozdas, H.A. Varol, Q. Chen, S. Steele Neonatal Sepsis Prediction with Machine Learning
12:10 pm
Lunch
1:40 pm
Paper session: Natural Language Processing and Text Mining (Chair: TBC)
E.J. Goldsmith, S. Mendiratta, R. Akella, K. Dahlgren Natural Language Query in the Biochemistry and Molecular Biology Domains Based on Cognition Search
P. Langlais, F. Yvon, P. Zweigenbaum Translating Medical Words by Analogy
D. Li, K. Schuler, G. Savova A Comparison between CRFs and SVMs in Disorder Named Entity Recognition in Clinic Texts
A.T. McCray, K. Lee Exploring semantic locality patterns in the biomedical literature
3:00 pm
Break
3:20 pm
Paper session: Data Mining and Analysis (Chair: TBC)
S. Pavlidis, A. Payne, S. Swift An Improved Methodology for Pathway Based Microarray Analysis Based on Identification of Individual Pathways Responsible for Gene Regulation
S. Concaro, L. Sacchi, C. Cerra, P. Fratino, R. Bellazzi Temporal Data Mining for the Analysis of Administrative Healthcare Data
L.J. Moniz, A. Buczak, J. Copeland, H. Rolka, J. Lombardo, S. Babin, B. Feighner Data-Driven Hybrid Method for Synthetic Electronic Medical Records Generation
J.L. Lustgarten, V. Gopalakrishnan, W.R. Hogan, S. Visweswaran Improving a Knowledge Base for Use in Proteomic Data Analysis
G.H. Merrill, P.B. Ryan, J.L. Painter Applying a UMLS/SNOMED-based Drug Ontology for Observational Pharmacovigilance
