| 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 | 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 | Contextualisation of Biomedical Knowledge Through Large-Scale Processing of Literature, Clinical Narratives and Social Media. | Goran Nenadic |
| 2015 | Automatic Symptom Extraction from Texts to Enhance Knowledge Discovery on Rare Diseases. | Jean-Philippe Mtivier, Laurie Serrano, Thierry Charnois, Bertrand Cuissart, Antoine Widlcher |
| 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 | Length of stay prediction and analysis through a growing neural gas model. | Luigi Lella, Antonio Di Giorgio, Aldo Franco Dragoni |
| 2015 | A Quality-of-Data Aware Mobile Decision Support System for Patients with Chronic Illnesses. | Nekane Larburu, Boris W. van Schooten, Erez Shalom, Nick Lik San Fung, Marten van Sinderen, Hermie J. Hermens, Val Jones |
| 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 | Determining User Similarity in Healthcare Social Media Using Content Similarity and Structural Similarity. | Ling Jiang, Christopher C. Yang |
| 2015 | Detecting New Evidence for Evidence-Based Guidelines Using a Semantic Distance Method. | Qing Hu, Zhisheng Huang, Annette ten Teije, Frank van Harmelen |
| 2015 | Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. | Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan |
| 2015 | Identifying Evidence Quality for Updating Evidence-Based Medical Guidelines. | Zhisheng Huang, Qing Hu, Annette ten Teije, Frank van Harmelen |
| 2015 | Physics of the Medical Record: Handling Time in Health Record Studies. | George Hripcsak |
| 2015 | Towards a Pathway-Based Clinical Cancer Registration in Hospital Information Systems. | Michael He, Monika Kaczmarek, Ulrich Frank, Lars-Erik Podleska, Georg Tger |
| 2015 | Evolution and Revolution in Knowledge-Driven Health IT: A 50-Year Perspective and a Look Ahead. | Robert A. Greenes |
| 2015 | Automatic Computing of Global Emotional Polarity in French Health Forum Messages. | Natalia Grabar, Loc Dumonet |
| 2015 | An Analysis of Twitter Data on E-cigarette Sentiments and Promotion. | Andreea Kamiana Godea, Cornelia Caragea, Florin Adrian Bulgarov, Suhasini Ramisetty-Mikler |
| 2015 | Uncertainty Propagation in Biomedical Models. | Andrea Franco, Marco Correia, Jorge Cruz |
| 2015 | Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. | Germain Forestier, Franois Petitjean, Laurent Riffaud, Pierre Jannin |
| 2015 | Argumentation for traceable reasoning in teleexpertise. | Mamadou Bilo Doumbouya, Bernard Kamsu-Foguem, Hugues Kenfack, Clovis Foguem |
| 2015 | Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform. | Andrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi |
| 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 | Conceptual Modeling of Clinical Pathways: Making Data and Processes Connected. | Carlo Combi, Barbara Oliboni, Alberto Gabrieli |
| 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 | Biomedical Concepts Extraction Based on Possibilistic Network and Vector Space Model. | Wiem Chebil, Lina Fatima Soualmia, Mohamed Nazih Omri, Stfan Jacques Darmoni |