A Variable Ranking Method for Machine Learning Models with Correlated Features: In-Silico Validation and Application for Diabetes Prediction by Martina Vettoretti, Barbara Di Camillo

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Investigating differential abundance methods in microbiome data: A benchmark study. by Marco Cappellato, Giacomo Baruzzo, Barbara Di Camillo

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Beware to ignore the rare: how imputing zero-values can improve the quality of 16S rRNA gene studies results by Giacomo Baruzzo, Ilaria Patuzzi, Barbara Di Camillo

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Single-Cell RNA-Sequencing: Assessment of Differential Expression Analysis Methods by Alessandra Dal Molin, Giacomo Baruzzo, Barbara Di Camillo

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A Dynamic Bayesian Network model for the simulation of Amyotrophic Lateral Sclerosis progression by Alessandro Zandonà, Rosario Vasta, Adriano Chiò, Barbara Di Camillo

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A Boolean approach to linear prediction for signaling network modeling. by Federica Eduati, Alberto Corradin, Barbara Di Camillo, Gianna Toffolo

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A model to forecast the two-year variation of subjective wellbeing in the elderly population by Isotta Trescato, Chiara Roversi, Martina Vettoretti, Barbara Di Camillo, Andrea Facchinetti

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Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis by Enrico Longato, Barbara Di Camillo, Giovanni Sparacino, Angelo Avogaro, Gian Paolo Fadini

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Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach by Erica Tavazzi, Sebastian Daberdaku, Rosario Vasta, Andrea Calvo, Adriano Chiò, Barbara Di Camillo

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Mathematical modelling of SigE regulatory network reveals new insights into bistability of mycobacterial stress response by Irene Zorzan, Simone Del Favero, Alberto Giaretta, Riccardo Manganelli, Barbara Di Camillo, Luca Schenato

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Cardiovascular outcomes after initiating GLP-1 receptor agonist or basal insulin for the routine treatment of type 2 diabetes: a region-wide retrospective study by Enrico Longato, Barbara Di Camillo, Giovanni Sparacino, Lara Tramontan, Angelo Avogaro, Gian Paolo Fadini

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Modeling SILAC Data to Assess Protein Turnover in a Cellular Model of Diabetic Nephropathy by Barbara Di Camillo, Lucia Puricelli, Elisabetta Iori, Gianna Maria Toffolo, Paolo Tessari, Giorgio Arrigoni

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Better cardiovascular outcomes of type 2 diabetic patients treated with GLP-1 receptor agonists versus DPP-4 inhibitors in clinical practice by Enrico Longato, Barbara Di Camillo, Giovanni Sparacino, Lara Tramontan, Angelo Avogaro, Gian Paolo Fadini

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Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care by Mario Luca Morieri, Enrico Longato, Barbara Di Camillo, Giovanni Sparacino, Angelo Avogaro, Gian Paolo Fadini

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Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text by Alessandro Guazzo, Enrico Longato, Gian Paolo Fadini, Mario Luca Morieri, Giovanni Sparacino, Barbara Di Camillo

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Function-based discovery of significant transcriptional temporal patterns in insulin stimulated muscle cells. by Barbara Di Camillo, Brian A Irving, Jill Schimke, Tiziana Sanavia, Gianna Toffolo, Claudio Cobelli, K Sreekumaran Nair

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Deep learning methods to predict amyotrophic lateral sclerosis disease progression by Corrado Pancotti, Giovanni Birolo, Cesare Rollo, Tiziana Sanavia, Barbara Di Camillo, Umberto Manera, Adriano Chiò, Piero Fariselli

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Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis by Erica Tavazzi, Roberto Gatta, Mauro Vallati, Stefano Cotti Piccinelli, Massimiliano Filosto, Alessandro Padovani, Maurizio Castellano, Barbara Di Camillo

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The transcriptional response in human umbilical vein endothelial cells exposed to insulin: a dynamic gene expression approach. by Barbara Di Camillo, Tiziana Sanavia, Elisabetta Iori, Vincenzo Bronte, Enrica Roncaglia, Alberto Maran, Angelo Avogaro, Gianna Toffolo, Claudio Cobelli

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A Nine-Gene Expression Signature Distinguished a Patient with Chronic Lymphocytic Leukemia Who Underwent Prolonged Periodic Fasting by Luca Emanuele Bossi, Cassandra Palumbo, Alessandra Trojani, Agostina Melluso, Barbara Di Camillo, Alessandro Beghini, Luca Maria Sarnataro, Roberto Cairoli

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