Machine learning–based feature selection to search stable microbial biomarkers: application to inflammatory bowel disease

por Lee, Youngro, Cappellato, Marco, Di Camillo, Barbara
Publicado 2023

FunPat: function-based pattern analysis on RNA-seq time series data

por Sanavia, Tiziana, Finotello, Francesca, Di Camillo, Barbara
Publicado 2015

Beware to ignore the rare: how imputing zero-values can improve the quality of 16S rRNA gene studies results

por Baruzzo, Giacomo, Patuzzi, Ilaria, Di Camillo, Barbara
Publicado 2022

Investigating differential abundance methods in microbiome data: A benchmark study

por Cappellato, Marco, Baruzzo, Giacomo, Di Camillo, Barbara
Publicado 2022

Single-Cell RNA-Sequencing: Assessment of Differential Expression Analysis Methods

por Dal Molin, Alessandra, Baruzzo, Giacomo, Di Camillo, Barbara
Publicado 2017

A Boolean Approach to Linear Prediction for Signaling Network Modeling

por Eduati, Federica, Corradin, Alberto, Di Camillo, Barbara, Toffolo, Gianna
Publicado 2010

A Dynamic Bayesian Network model for the simulation of Amyotrophic Lateral Sclerosis progression

por Zandonà, Alessandro, Vasta, Rosario, Chiò, Adriano, Di Camillo, Barbara
Publicado 2019

Modeling Microbial Community Networks: Methods and Tools

por Cappellato, Marco, Baruzzo, Giacomo, Patuzzi, Ilaria, Di Camillo, Barbara
Publicado 2021

A rule-based model of insulin signalling pathway

por Di Camillo, Barbara, Carlon, Azzurra, Eduati, Federica, Toffolo, Gianna Maria
Publicado 2016

A model to forecast the two-year variation of subjective wellbeing in the elderly population

por Trescato, Isotta, Roversi, Chiara, Vettoretti, Martina, Di Camillo, Barbara, Facchinetti, Andrea
Publicado 2023

metaSPARSim: a 16S rRNA gene sequencing count data simulator

por Patuzzi, Ilaria, Baruzzo, Giacomo, Losasso, Carmen, Ricci, Antonia, Di Camillo, Barbara
Publicado 2019

Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data

por Sambo, Francesco, Trifoglio, Emanuele, Di Camillo, Barbara, Toffolo, Gianna M, Cobelli, Claudio
Publicado 2012

Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis

por Longato, Enrico, Di Camillo, Barbara, Sparacino, Giovanni, Avogaro, Angelo, Fadini, Gian Paolo
Publicado 2022

Significance analysis of microarray transcript levels in time series experiments

por Di Camillo, Barbara, Toffolo, Gianna, Nair, Sreekumaran K, Greenlund, Laura J, Cobelli, Claudio
Publicado 2007

Improving biomarker list stability by integration of biological knowledge in the learning process

por Sanavia, Tiziana, Aiolli, Fabio, Da San Martino, Giovanni, Bisognin, Andrea, Di Camillo, Barbara
Publicado 2012

Leucine modulates dynamic phosphorylation events in insulin signaling pathway and enhances insulin-dependent glycogen synthesis in human skeletal muscle cells

por Di Camillo, Barbara, Eduati, Federica, Nair, Sreekumaran K, Avogaro, Angelo, Toffolo, Gianna M
Publicado 2014

Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach

por Tavazzi, Erica, Daberdaku, Sebastian, Vasta, Rosario, Calvo, Andrea, Chiò, Adriano, Di Camillo, Barbara
Publicado 2020

Integrating literature-constrained and data-driven inference of signalling networks

por Eduati, Federica, De Las Rivas, Javier, Di Camillo, Barbara, Toffolo, Gianna, Saez-Rodriguez, Julio
Publicado 2012

Better cardiovascular outcomes of type 2 diabetic patients treated with GLP-1 receptor agonists versus DPP-4 inhibitors in clinical practice

por Longato, Enrico, Di Camillo, Barbara, Sparacino, Giovanni, Tramontan, Lara, Avogaro, Angelo, Fadini, Gian Paolo
Publicado 2020

Cardiovascular outcomes of type 2 diabetic patients treated with SGLT-2 inhibitors versus GLP-1 receptor agonists in real-life

por Longato, Enrico, Di Camillo, Barbara, Sparacino, Giovanni, Gubian, Lorenzo, Avogaro, Angelo, Fadini, Gian Paolo
Publicado 2020