| 2015 | A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes. Francesco Sambo, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Barbara Di Camillo, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tuomi Tiinamaija, Claudio Cobelli |
| 2015 | A Composite Model for Classifying Parotid Shrinkage in Radiotherapy Patients Using Heterogeneous Data. Marco Pota, Elisa Scalco, Giuseppe Sanguineti, Maria Luisa Belli, Giovanni Mauro Cattaneo, Massimo Esposito, Giovanna Rizzo |
| 2015 | A General Approach to Represent and Query Now-Relative Medical Data in Relational Databases. Luca Anselma, Luca Piovesan, Abdul Sattar, Bela Stantic, Paolo Terenziani |
| 2015 | A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery. Simone Marini, Ivan Limongelli, Ettore Rizzo, Tan Da, Riccardo Bellazzi |
| 2015 | A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative Outcomes. Che Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Nageswar Madde, Daryl J. Kor, Jyotishman Pathak |
| 2015 | A Model for Cross-Platform Searches in Temporal Microarray Data. Günter Tusch, Olvi Tole, Mary Ellen Hoinski |
| 2015 | An Active Learning Framework for Efficient Condition Severity Classification. Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak |
| 2015 | An Analysis of Twitter Data on E-cigarette Sentiments and Promotion. Andreea Kamiana Godea, Cornelia Caragea, Florin Adrian Bulgarov, Suhasini Ramisetty-Mikler |
| 2015 | An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care. Ward R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking |
| 2015 | Analyzing Recommendations Interactions in Clinical Guidelines - Impact of Action Type Hierarchies and Causation Beliefs. Veruska Zamborlini, Marcos Da Silveira, Cédric Pruski, Annette ten Teije, Frank van Harmelen |
| 2015 | Answering PICO Clinical Questions: A Semantic Graph-Based Approach. Eya Znaidi, Lynda Tamine, Chiraz Latiri |
| 2015 | Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek |
| 2015 | Automatic Computing of Global Emotional Polarity in French Health Forum Messages. Natalia Grabar, Loïc Dumonet |
| 2015 | Automatic Symptom Extraction from Texts to Enhance Knowledge Discovery on Rare Diseases. Jean-Philippe Métivier, Laurie Serrano, Thierry Charnois, Bertrand Cuissart, Antoine Widlöcher |
| 2015 | Biomedical Concepts Extraction Based on Possibilistic Network and Vector Space Model. Wiem Chebil, Lina Fatima Soualmia, Mohamed Nazih Omri, Stéfan Jacques Darmoni |
| 2015 | Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous Data. Elena Sokolova, Perry Groot, Tom Claassen, Daniel von Rhein, Jan K. Buitelaar, Tom Heskes |
| 2015 | Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems. Enea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes |
| 2015 | Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions. Lucia Sacchi, Enea Parimbelli, Silvia Panzarasa, Natalia Viani, Elena Rizzo, Carlo Napolitano, Roxana Ioana Budasu, Silvana Quaglini |
| 2015 | Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna |
| 2015 | Conceptual Modeling of Clinical Pathways: Making Data and Processes Connected. Carlo Combi, Barbara Oliboni, Alberto Gabrieli |
| 2015 | Contextualisation of Biomedical Knowledge Through Large-Scale Processing of Literature, Clinical Narratives and Social Media. Goran Nenadic |
| 2015 | Data Driven Order Set Development Using Metaheuristic Optimization. Yiye Zhang, Rema Padman |
| 2015 | Detecting New Evidence for Evidence-Based Guidelines Using a Semantic Distance Method. Qing Hu, Zhisheng Huang, Annette ten Teije, Frank van Harmelen |
| 2015 | Determining User Similarity in Healthcare Social Media Using Content Similarity and Structural Similarity. Ling Jiang, Christopher C. Yang |
| 2015 | Distributed Learning to Protect Privacy in Multi-centric Clinical Studies. Andrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist, Johan van Soest, Andre Dekker, Vincenzo Valentini |
| 2015 | Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction. Sandro Radovanovic, Milan Vukicevic, Ana Kovacevic, Gregor Stiglic, Zoran Obradovic |
| 2015 | Extracting Adverse Drug Events from Text Using Human Advice. Phillip Odom, Vishal Bangera, Tushar Khot, David Page, Sriraam Natarajan |
| 2015 | Feasibility of Spirography Features for Objective Assessment of Motor Symptoms in Parkinson's Disease. Aleksander Sadikov, Jure Zabkar, Martin Mozina, Vida Groznik, Dag Nyholm, Mevludin Memedi |
| 2015 | Identifying Chemotherapy Regimens in Electronic Health Record Data Using Interval-Encoded Sequence Alignment. Haider Syed, Amar K. Das |
| 2015 | Mining Hierarchical Pathology Data Using Inductive Logic Programming. Tim Op De Beéck, Arjen Hommersom, Jan Van Haaren, Maarten van der Heijden, Jesse Davis, Peter J. F. Lucas, Lucy Overbeek, Iris Nagtegaal |
| 2015 | Mining Surgery Phase-Related Sequential Rules from Vertebroplasty Simulations Traces. Ben-Manson Toussaint, Vanda Luengo |
| 2015 | Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study. Shuo Yang, Kristian Kersting, Greg Terry, Jeffrey Carr, Sriraam Natarajan |
| 2015 | On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer. Reinier Kop, Mark Hoogendoorn, Leon M. G. Moons, Mattijs E. Numans, Annette ten Teije |
| 2015 | Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin |
| 2015 | Physics of the Medical Record: Handling Time in Health Record Studies. George Hripcsak |
| 2015 | Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan |
| 2015 | Risk Assessment for Primary Coronary Heart Disease Event Using Dynamic Bayesian Networks. Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou |
| 2015 | Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform. Andrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi |
| 2015 | Semantic Analysis and Automatic Corpus Construction for Entailment Recognition in Medical Texts. Asma Ben Abacha, Duy Dinh, Yassine Mrabet |
| 2015 | Temporal Conformance Analysis of Clinical Guidelines Execution. Matteo Spiotta, Paolo Terenziani, Daniele Theseider Dupré |
| 2015 | Uncertainty Propagation in Biomedical Models. Andrea Franco, Marco Correia, Jorge Cruz |
| 2015 | Updating Stochastic Networks to Integrate Cross-Sectional and Longitudinal Studies. Allan Tucker, Yuanxi Li |
| 2015 | Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn Unit. Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente |
| 2015 | What if Your Floor Could Tell Someone You Fell? A Device Free Fall Detection Method. Roberto Luis Shinmoto Torres, Asanga Wickramasinghe, Viet Ninh Pham, Damith Chinthana Ranasinghe |