| 2019 | Determining structural parameter identifiability in biological dynamical models by analysing the statistical properties of the likelihood behaviour. | Angela Re, Paola Lecca |
| 2019 | ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases. | Martin Prodel, Ludovic Lamarsalle, Vincent Augusto |
| 2019 | Health Vision: An interactive web based platform for healthcare data analysis and visualisation. | Eleftheria Polychronidou, Ilias Kalamaras, Konstantinos Votis, Dimitrios Tzovaras |
| 2019 | GameAAL - an AAL solution based on Gamification and Machine Learning Techniques. | Marta Pinto, Mrio Pereira, Diana Raposo, Marco Simes, Miguel Castelo-Branco |
| 2019 | FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration. | Lukas Pfannschmidt, Christina Gpfert, Ursula Neumann, Dominik Heider, Barbara Hammer |
| 2019 | In SILICO Simulations Predict a Causative Link Between Increased Glycolysis and Metabolic Reprogramming in Autosomal Dominant Polycystic Kidney Disease. | Roberto Pagliarini, Alessandra Boletta |
| 2019 | ProCell: Investigating cell proliferation with Swarm Intelligence. | Marco S. Nobile, Thalia Vlachou, Simone Spolaor, Paolo Cazzaniga, Giancarlo Mauri, Pier Giuseppe Pelicci, Daniela Besozzi |
| 2019 | Development of a Deep Learning Method to Predict Optimal Ablation Patterns for Atrial Fibrillation. | Marica Muffoletto, Xiao Fu, Aditi Roy, Marta Varela, Paul A. Bates, Oleg V. Aslanidi |
| 2019 | A Probabilistic Programming Approach to Protein Structure Superposition. | Lys Sanz Moreta, Ahmad Salim Al-Sibahi, Douglas L. Theobald, William Bullock, Basile Nicolas Rommes, Andreas Manoukian, Thomas Hamelryck |
| 2019 | Preterm infants' limb-pose estimation from depth images using convolutional neural networks. | Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni |
| 2019 | Detection and Assessment of Encephalitis from EEG. | Luca Mesin, Massimo Valerio, Giorgio Capizzi |
| 2019 | Identification of optimal surgical intervention for Chiari I malformation. | Luca Mesin, Forough Mokabberi, Christian Francesco Carlino |
| 2019 | Constructing a Semantic Graph with Depression Symptoms Extraction from Twitter. | Long Ma, Yan Wang |
| 2019 | A Predictive Model for Drug-Drug Interaction Using a Similarity Measure. | Ariyur Mahadevan Abirami, Anagha Vishnuvajjala, Naman Dosi, Shrisha Rao |
| 2019 | GMM Based Detection of Schizophrenia Using Eye Tracking. | Juraj Kacur, Jaroslav Polec, Filip Csoka, Eva Smolejova |
| 2019 | Descriptive Symbolic Models of Gaits from Parkinson's Disease Patients. | James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown |
| 2019 | Compression of Biological Networks using a Genetic Algorithm with Localized Merge. | Sheridan K. Houghten, Angelo Romualdo, Tyler Kennedy Collins, Joseph Alexander Brown |
| 2019 | Structural Prediction of RNA Loops by Simulated Annealing. | Mahendra Kumar Gohil, Arindam Chakraborty, G. Savitha, Bhaskar Dasgupta |
| 2019 | Biological Random Walks: Integrating heterogeneous data in disease gene prioritization. | Michele Gentili, Leonardo Martini, Manuela Petti, Lorenzo Farina, Luca Becchetti |
| 2019 | A Multiobjective Approach to Classification in Drug Discovery. | Patrick Echtenbruck, Michael Emmerich, Boris Naujoks |
| 2019 | Pandemic: A Graph Evolution Story. | Michael Dub, Sheridan K. Houghten, Daniel A. Ashlock |
| 2019 | Multi-objective Optimization Approach to find Biclusters in Gene Expression Data. | Jeffrey Dale, Junya Zhao, Tayo Obafemi-Ajayi |
| 2019 | Improving the prediction of cardiovascular risk with machine-learning and DNA methylation data. | Giovanni Cugliari, Silvia Benevenuta, Simonetta Guarrera, Carlotta Sacerdote, Salvatore Panico, Vittorio Krogh, Rosario Tumino, Paolo Vineis, Piero Fariselli, Giuseppe Matullo |
| 2019 | Comparative Analysis of Feature Selection Methods to Identify Biomarkers in a Stroke-Related Dataset. | Thomas Clifford, Justin Bruce, Tayo Obafemi-Ajayi, John Matta |
| 2019 | Using Node-Based Resilience Clustering to Predict and Analyze Medical Data. | Thomas Clifford, Justin Bruce, John Matta |