| 2019 | Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach. | Mohammed Sayed, David Riao |
| 2019 | Towards the Economic Evaluation of Two Mini-invasive Surgical Techniques for Head&Neck Cancer: A Customizable Model for Different Populations. | Elisa Salvi, Enea Parimbelli, Lucia Sacchi, Silvana Quaglini, Erika Maggi, Lorry Duchoud, Gian Luca Armas, John De Almeida, Christian Simon |
| 2019 | NONCADO: A System to Prevent Falls by Encouraging Healthy Habits in Elderly People. | Elisa Salvi, Silvia Panzarasa, Riccardo Bagarotti, Michela Picardi, Rosangela Boninsegna, Irma Sterpi, Massimo Corbo, Giordano Lanzola, Silvana Quaglini, Lucia Sacchi |
| 2019 | Gated Hidden Markov Models for Early Prediction of Outcome of Internet-Based Cognitive Behavioral Therapy. | Negar Safinianaini, Henrik Bostrm, Viktor Kaldo |
| 2019 | Mobile Indoor Localization with Bluetooth Beacons in a Pediatric Emergency Department Using Clustering, Rule-Based Classification and High-Level Heuristics. | Patrice C. Roy, William Van Woensel, Andrew Wilcox, Syed Sibte Raza Abidi |
| 2019 | ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. | Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer |
| 2019 | Extracting Food-Drug Interactions from Scientific Literature: Tackling Unspecified Relation. | Tsanta Randriatsitohaina, Thierry Hamon |
| 2019 | A Computational Framework for Interpretable Anomaly Detection and Classification of Multivariate Time Series with Application to Human Gait Data Analysis. | Erica Ramirez, Markus Wimmer, Martin Atzmueller |
| 2019 | Rapid Detection of Heart Rate Fragmentation and Cardiac Arrhythmias: Cycle-by-Cycle rr Analysis, Supervised Machine Learning Model and Novel Insights. | Ananya Rajagopalan, Marcus Vollmer |
| 2019 | Bayesian Clustering for HIV1 Protease Inhibitor Contact Maps. | Sandhya Prabhakaran, Julia E. Vogt |
| 2019 | Assessing the Effectiveness of Sequences of Treatments Using Sequential Patterns. | Maciej Piernik, Joanna Solomiewicz, Arkadiusz Jachnik |
| 2019 | Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning. | Chiara Picardi, Ibrahim Habli |
| 2019 | A Method for Goal-Oriented Guideline Modeling in PROforma and Its Preliminary Evaluation. | Mor Peleg, Alexandra Kogan, Samson W. Tu |
| 2019 | Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities. | Daniele Pala, John H. Holmes, Jos Pagn, Enea Parimbelli, Marica Teresa Rocca, Vittorio Casella, Riccardo Bellazzi |
| 2019 | A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification. | Giovanna Nicora, Simone Marini, Ivan Limongelli, Ettore Rizzo, Stefano Montoli, Francesca Floriana Tricomi, Riccardo Bellazzi |
| 2019 | A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines. | Giovanna Nicora, Ivan Limongelli, Riccardo Cova, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Riccardo Bellazzi |
| 2019 | Modelling the Impact of AI for Clinical Decision Support. | Mariana R. Neves, D. William R. Marsh |
| 2019 | Text-to-Movie Authoring of Anatomy Lessons. | Vaishnavi Ameya Murukutla, Elie Cattan, Olivier Palombi, Rmi Ronfard |
| 2019 | MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. | Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier |
| 2019 | Using Cluster Ensembles to Identify Psychiatric Patient Subgroups. | Vincent Jorn Menger, Marco Spruit, Wouter van der Klift, Floor Scheepers |
| 2019 | Unsupervised Learning from Motion Sensor Data to Assess the Condition of Patients with Parkinson's Disease. | Teodora Matic, Somayeh Aghanavesi, Mevludin Memedi, Dag Nyholm, Filip Bergquist, Vida Groznik, Jure Zabkar, Aleksander Sadikov |
| 2019 | Interpretable Patient Subgrouping Using Trace-Based Clustering. | Antonio Lpez Martnez-Carrasco, Jose M. Juarez, Manuel Campos, Antonio Morales Nicols, Francisco Palacios, Luca Lpez-Rodrguez |
| 2019 | A Practical Exercise on Re-engineering Clinical Guideline Models Using Different Representation Languages. | Mar Marcos, Cristina Campos, Begoa Martnez-Salvador |
| 2019 | Mining Compact Predictive Pattern Sets Using Classification Model. | Matteo Mantovani, Carlo Combi, Milos Hauskrecht |
| 2019 | Predicting Patient's Diagnoses and Diagnostic Categories from Clinical-Events in EHR Data. | Seyedsalim Malakouti, Milos Hauskrecht |