Table of Contents

• Physics of the Medical Record: Handling Time in Health Record StudiesGeorge Hripcsak. 3-6 [doi]
• Contextualisation of Biomedical Knowledge Through Large-Scale Processing of Literature, Clinical Narratives and Social MediaGoran Nenadic. 7-9 [doi]
• An Active Learning Framework for Efficient Condition Severity ClassificationNir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak. 13-24 [doi]
• Predictive Monitoring of Local Anomalies in Clinical Treatment ProcessesZhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan. 25-34 [doi]
• Mining Surgery Phase-Related Sequential Rules from Vertebroplasty Simulations TracesBen-Manson Toussaint, Vanda Luengo. 35-46 [doi]
• Data Driven Order Set Development Using Metaheuristic OptimizationYiye Zhang, Rema Padman. 47-56 [doi]
• Conceptual Modeling of Clinical Pathways: Making Data and Processes ConnectedCarlo Combi, Barbara Oliboni, Alberto Gabrieli. 57-62 [doi]
• Distributed Learning to Protect Privacy in Multi-centric Clinical StudiesAndrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist, Johan Van Soest, Andre Dekker, Vincenzo Valentini. 65-75 [doi]
• Mining Hierarchical Pathology Data Using Inductive Logic ProgrammingTim Op De Beéck, Arjen Hommersom, Jan Van Haaren, Maarten van der Heijden, Jesse Davis, Peter J. F. Lucas, Lucy Overbeek, Iris Nagtegaal. 76-85 [doi]
• What if Your Floor Could Tell Someone You Fell? A Device Free Fall Detection MethodRoberto Luis Shinmoto Torres, Asanga Wickramasinghe, Viet Ninh Pham, Damith Chinthana Ranasinghe. 86-95 [doi]
• Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission PredictionSandro Radovanovic, Milan Vukicevic, Ana Kovacevic, Gregor Stiglic, Zoran Obradovic. 96-100 [doi]
• A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association DiscoverySimone Marini, Ivan Limongelli, Ettore Rizzo, Tan Da, Riccardo Bellazzi. 101-105 [doi]
• Collaborative Filtering for Estimating Health Related Utilities in Decision Support SystemsEnea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes. 106-110 [doi]
• Updating Stochastic Networks to Integrate Cross-Sectional and Longitudinal StudiesAllan Tucker, Yuanxi Li. 113-122 [doi]
• Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical TasksGermain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin. 123-132 [doi]
• On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal CancerReinier Kop, Mark Hoogendoorn, Leon M. G. Moons, Mattijs E. Numans, Annette ten Teije. 133-142 [doi]
• Identifying Chemotherapy Regimens in Electronic Health Record Data Using Interval-Encoded Sequence AlignmentHaider Syed, Amar K. Das. 143-147 [doi]
• An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health CareWard R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking. 148-152 [doi]
• A Model for Cross-Platform Searches in Temporal Microarray DataGünter Tusch, Olvi Tole, Mary Ellen Hoinski. 153-158 [doi]
• Risk Assessment for Primary Coronary Heart Disease Event Using Dynamic Bayesian NetworksKalia Orphanou, Athena Stassopoulou, Elpida Keravnou. 161-165 [doi]
• Uncertainty Propagation in Biomedical ModelsAndrea Franco, Marco Correia, Jorge Cruz. 166-171 [doi]
• A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 DiabetesFrancesco Sambo, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Barbara Di Camillo, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tuomi Tiinamaija, Claudio Cobelli. 172-176 [doi]
• Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous DataElena Sokolova, Perry Groot, Tom Claassen, Daniel von Rhein, Jan Buitelaar, Tom Heskes. 177-181 [doi]
• Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical StudyShuo Yang, Kristian Kersting, Greg Terry, Jefferey Carr, Sriraam Natarajan. 182-187 [doi]
• Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud PlatformAndrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi. 188-192 [doi]
• Extracting Adverse Drug Events from Text Using Human AdvicePhillip Odom, Vishal Bangera, Tushar Khot, David Page, Sriraam Natarajan. 195-204 [doi]
• An Analysis of Twitter Data on E-cigarette Sentiments and PromotionAndreea Kamiana Godea, Cornelia Caragea, Florin Adrian Bulgarov, Suhasini Ramisetty-Mikler. 205-215 [doi]
• Determining User Similarity in Healthcare Social Media Using Content Similarity and Structural SimilarityLing Jiang, Christopher C. Yang. 216-226 [doi]
• Biomedical Concepts Extraction Based on Possibilistic Network and Vector Space ModelWiem Chebil, Lina Fatima Soualmia, Mohamed-Nazih Omri, Stéfan Jacques Darmoni. 227-231 [doi]
• Answering PICO Clinical Questions: A Semantic Graph-Based ApproachEya Znaidi, Lynda Tamine, Chiraz Latiri. 232-237 [doi]
• Semantic Analysis and Automatic Corpus Construction for Entailment Recognition in Medical TextsAsma Ben Abacha, Duy Dinh, Yassine Mrabet. 238-242 [doi]
• Automatic Computing of Global Emotional Polarity in French Health Forum MessagesNatalia Grabar, Loïc Dumonet. 243-248 [doi]
• Automatic Symptom Extraction from Texts to Enhance Knowledge Discovery on Rare DiseasesJean-Philippe Métivier, Laurie Serrano, Thierry Charnois, Bertrand Cuissart, Antoine Widlöcher. 249-254 [doi]
• A Composite Model for Classifying Parotid Shrinkage in Radiotherapy Patients Using Heterogeneous DataMarco Pota, Elisa Scalco, Giuseppe Sanguineti, Maria Luisa Belli, Giovanni Mauro Cattaneo, Massimo Esposito, Giovanna Rizzo. 257-266 [doi]
• Feasibility of Spirography Features for Objective Assessment of Motor Symptoms in Parkinson's DiseaseAleksander Sadikov, Jure Zabkar, Martin Mozina, Vida Groznik, Dag Nyholm, Mevludin Memedi. 267-276 [doi]
• Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn UnitIsidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente. 277-286 [doi]
• A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative OutcomesChe Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Nageswar Madde, Daryl J. Kor, Jyotishman Pathak. 287-297 [doi]
• Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal ModelCamilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna. 298-303 [doi]
• Detecting New Evidence for Evidence-Based Guidelines Using a Semantic Distance MethodQing Hu, Zhisheng Huang, Annette ten Teije, Frank van Harmelen. 307-316 [doi]
• Analyzing Recommendations Interactions in Clinical Guidelines - Impact of Action Type Hierarchies and Causation BeliefsVeruska Zamborlini, Marcos Da Silveira, Cédric Pruski, Annette ten Teije, Frank van Harmelen. 317-326 [doi]
• A General Approach to Represent and Query Now-Relative Medical Data in Relational DatabasesLuca Anselma, Luca Piovesan, Abdul Sattar, Bela Stantic, Paolo Terenziani. 327-331 [doi]
• Temporal Conformance Analysis of Clinical Guidelines ExecutionMatteo Spiotta, Paolo Terenziani, Daniele Theseider Dupré. 332-336 [doi]
• Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed DecisionsLucia Sacchi, Enea Parimbelli, Silvia Panzarasa, Natalia Viani, Elena Rizzo, Carlo Napolitano, Roxana Ioana Budasu, Silvana Quaglini. 337-341 [doi]