| 2019 | A Multiobjective Approach to Classification in Drug Discovery. Patrick Echtenbruck, Michael Emmerich, Boris Naujoks |
| 2019 | A Predictive Model for Drug-Drug Interaction Using a Similarity Measure. Ariyur Mahadevan Abirami, Anagha Vishnuvajjala, Naman Dosi, Shrisha Rao |
| 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 | A deep learning approach for length of stay prediction in clinical settings from medical records. Tahmina Zebin, Shahadate Rezvy, Thierry J. Chaussalet |
| 2019 | A multi-trait evaluation of network propagation for GWAS results. Bence Bruncsics, Peter Antal |
| 2019 | A single-cell Systems Biology approach for disease-specific subpathway extraction. Aristidis G. Vrahatis, Georgios N. Dimitrakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos |
| 2019 | ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases. Martin Prodel, Ludovic Lamarsalle, Vincent Augusto |
| 2019 | Analysis of Gene Variants for Functional Annotations. Hisham Al-Mubaid |
| 2019 | Assessment of Purposeful Movements for Post-Stroke Patients in Activites of Daily Living with Wearable Sensor Device. Abdul Haleem Butt, Carme Zambrana, Sebastian Idelsohn-Zielonka, Mireia Claramunt-Molet, Amaia Ugartemendia-Etxarri, Erika Rovini, Alessandra Moschetti, Carlos Molleja, Cristina Martín, Eloy Opisso Salleras, Filippo Cavallo |
| 2019 | Automatic Parameterization of the Purine Metabolism Pathway through Discrete Event-based Simulation. Simone Caligola, Tommaso Carlucci, Franco Fummi, Carlo Laudanna, Gabriela Constantin, Nicola Bombieri, Rosalba Giugno |
| 2019 | Biological Random Walks: Integrating heterogeneous data in disease gene prioritization. Michele Gentili, Leonardo Martini, Manuela Petti, Lorenzo Farina, Luca Becchetti |
| 2019 | Cancer Classification using improved Extreme Learning Machine. Ankita Shreya, Swati Vipsita, Santos Kumar Baliarsingh |
| 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 | Compression of Biological Networks using a Genetic Algorithm with Localized Merge. Sheridan K. Houghten, Angelo Romualdo, Tyler Kennedy Collins, Joseph Alexander Brown |
| 2019 | Constructing a Semantic Graph with Depression Symptoms Extraction from Twitter. Long Ma, Yan Wang |
| 2019 | Descriptive Symbolic Models of Gaits from Parkinson's Disease Patients. James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown |
| 2019 | Design and implementation of a deep recurrent model for prediction of readmission in urgent care using electronic health records. Tahmina Zebin, Thierry J. Chaussalet |
| 2019 | Detection and Assessment of Encephalitis from EEG. Luca Mesin, Massimo Valerio, Giorgio Capizzi |
| 2019 | Determining structural parameter identifiability in biological dynamical models by analysing the statistical properties of the likelihood behaviour. Angela Re, Paola Lecca |
| 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 | Enhancement in Focality of Non-Invasive Brain Stimulation through High Definition (HD) Anodal Transcranial Direct Current Stimulation (tDCS) Techniques. Gaurav Sharma, Shubhajit Roy Chowdhury |
| 2019 | Evaluating Pruning Methods in Gene Network Inference. Michael M. Saint-Antoine, Abhyudai Singh |
| 2019 | FF-SVM: New FireFly-based Gene Selection Algorithm for Microarray Cancer Classification. Nada Almugren, Hala M. Alshamlan |
| 2019 | FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration. Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer |
| 2019 | GMM Based Detection of Schizophrenia Using Eye Tracking. Juraj Kacur, Jaroslav Polec, Filip Csoka, Eva Smolejova |
| 2019 | GameAAL - an AAL solution based on Gamification and Machine Learning Techniques. Marta Pinto, Mário Pereira, Diana Raposo, Marco Simões, Miguel Castelo-Branco |
| 2019 | Gene Mutation Analysis for Functional Annotations Using Graph Heuristics. Hisham Al-Mubaid |
| 2019 | Genetic Algorithm for Optimizing Global Alignment of Protein-Protein Interaction Network. Qanita Bani Baker, Manar K. Al-Bataineh |
| 2019 | Genotype Combinations Linked to Phenotype Subgroups in Autism Spectrum Disorders. Junya Zhao, Thy Nguyen, Jonathan Kopel, Perry B. Koob, Donald A. Adieroh, Tayo Obafemi-Ajayi |
| 2019 | Health Vision: An interactive web based platform for healthcare data analysis and visualisation. Eleftheria Polychronidou, Ilias Kalamaras, Konstantinos Votis, Dimitrios Tzovaras |
| 2019 | IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2019, Siena, Italy, July 9-11, 2019 Giacomo Baruzzo, Sebastian Daberdaku, Barbara Di Camillo, Simone Furini, Emanuele Domenico Giordano, Giuseppe Nicosia |
| 2019 | Identification of optimal surgical intervention for Chiari I malformation. Luca Mesin, Forough Mokabberi, Christian Francesco Carlino |
| 2019 | Implementing Phenotypic Plasticity with an Adaptive Generative Representation. Daniel A. Ashlock, Wendy Ashlock, James Montgomery |
| 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 | In SILICO Simulations Predict a Causative Link Between Increased Glycolysis and Metabolic Reprogramming in Autosomal Dominant Polycystic Kidney Disease. Roberto Pagliarini, Alessandra Boletta |
| 2019 | Information content analysis reveals desirable aspects of in vivo experiments of a synthetic circuit. D. Gomez Cabeza, Lucia Bandiera, Eva Balsa-Canto, Filippo Menolascina |
| 2019 | Integrating deep and radiomics features in cancer bioimaging. Andrea Bizzego, Nicole Bussola, D. Salvalai, Marco Chierici, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello |
| 2019 | Interactions between Inter Partes Review and Hatch-Waxman Litigations. Feng-Chi Chen, Pin-Shen Lee, Yun-Yu Huang, Huang-Chi Wu, Hsuan-Yu Lin |
| 2019 | LErNet: characterization of lncRNAs via context-aware network expansion and enrichment analysis. Vincenzo Bonnici, Simone Caligola, Giulia Fiorini, Luca Giudice, Rosalba Giugno |
| 2019 | Large Block Matching Characters for Dehydrin Classification. Daniel A. Ashlock, Sierra Gillis, Amanda Saunders, Andrew Riley |
| 2019 | Multi-objective Optimization Approach to find Biclusters in Gene Expression Data. Jeffrey Dale, Junya Zhao, Tayo Obafemi-Ajayi |
| 2019 | Non-negative Matrix Tri-Factorization for Data Integration and Network-based Drug Repositioning. Gaia Ceddia, Pietro Pinoli, Stefano Ceri, Marco Masseroli |
| 2019 | Optimum Window Size and Overlap for Robust Probabilistic Prediction of Seizures with iEEG. Behrooz Abbaszadeh, Mustapha C. E. Yagoub |
| 2019 | Pandemic: A Graph Evolution Story. Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock |
| 2019 | Predicting Protein-Protein Interactions based on Biological Information using Extreme Gradient Boosting. Jerome Cary Beltran, Paolo Valdez, Prospero C. Naval |
| 2019 | Predicting gene expression level in E. coli from mRNA sequence information. Linlin Zhao, Nima Abedpour, Christopher Blum, Petra Kolkhof, Mathias Beller, Markus Kollmann, Emidio Capriotti |
| 2019 | Predicting the Functions of Proteins from their Co-occurrences with Implicit and Explicit Functional Terms in Texts. Kamal Taha |
| 2019 | Preterm infants' limb-pose estimation from depth images using convolutional neural networks. Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni |
| 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 | Structural Prediction of RNA Loops by Simulated Annealing. Mahendra Kumar Gohil, Arindam Chakraborty, G. Savitha, Bhaskar DasGupta |
| 2019 | Using Heatmaps for Deep Learning based Disease Classification. Pierangela Bruno, Francesco Calimeri |
| 2019 | Using Node-Based Resilience Clustering to Predict and Analyze Medical Data. Thomas Clifford, Justin Bruce, John Matta |
| 2019 | Visualizing High-Dimensional Single-Cell RNA-seq Data via Random Projections and Geodesic Distances. Aristidis G. Vrahatis, Sotiris K. Tasoulis, Georgios N. Dimitrakopoulos, Vassilis P. Plagianakos |
| 2019 | Volumetric Representation of Biomolecules Using Cell Decomposition and Robotics. Arindam Chakraborty, Mahendra Kumar Gohil, G. Savitha, Bhaskar DasGupta |