Publications by authors named "Marco Muselli"

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Treatment Intensification Strategies and Metabolic Outcomes in Individuals With Type 2 Diabetes on GLP-1 RA Therapy.
Pierpaolo Falcetta, Rita Zilich, Fabio Baccetti, Walter Baronti, Davide Masi, Marco Muselli

J Clin Endocrinol Metab· November 2025

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Deep learning helps discriminate between autoimmune hepatitis and primary biliary cholangitis.
Alessio Gerussi, Oliver Lester Saldanha, Giorgio Cazzaniga, Damiano Verda, Zunamys I Carrero, Marco Muselli

JHEP Rep· February 2025

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Lipid-lowering therapy and LDL target attainment in type 2 diabetes: trends from the Italian Associations of Medical Diabetologists database.
Antonio Rossi, Davide Masi, Rita Zilich, Fabio Baccetti, Walter Baronti, Marco Muselli

Cardiovasc Diabetol· February 2025

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A transparent machine learning algorithm uncovers HbA1c patterns associated with therapeutic inertia in patients with type 2 diabetes and failure of metformin monotherapy.
Nicoletta Musacchio, Rita Zilich, Davide Masi, Fabio Baccetti, Besmir Nreu, Marco Muselli

Int J Med Inform· October 2024

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Achieving Good Metabolic Control Without Weight Gain with the Systematic Use of GLP-1-RAs and SGLT-2 Inhibitors in Type 2 Diabetes: A Machine-learning Projection Using Data from Clinical Practice.
Carlo Bruno Giorda, Antonio Rossi, Fabio Baccetti, Rita Zilich, Francesco Romeo, Marco Muselli

Clin Ther· August 2023

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Uncovering Predictors of Lipid Goal Attainment in Type 2 Diabetes Outpatients Using Logic Learning Machine: Insights from the AMD Annals and AMD Artificial Intelligence Study Group.
Davide Masi, Rita Zilich, Riccardo Candido, Annalisa Giancaterini, Giacomo Guaita, Marco Muselli

J Clin Med· June 2023

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The clinical meaning of the area under a receiver operating characteristic curve for the evaluation of the performance of disease markers.
Stefano Parodi, Damiano Verda, Francesca Bagnasco, Marco Muselli

Epidemiol Health· February 2023

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Validation of a predictive model for obstructive sleep apnea in people with Down syndrome.
Brian G Skotko, Alexandra Garza Flores, Ibrahim Elsharkawi, Vasiliki Patsiogiannis, Mary Ellen McDonough, Marco Muselli

Am J Med Genet A· February 2023

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LLM-PBC: Logic Learning Machine-Based Explainable Rules Accurately Stratify the Genetic Risk of Primary Biliary Cholangitis.
Alessio Gerussi, Damiano Verda, Claudio Cappadona, Laura Cristoferi, Davide Paolo Bernasconi, Marco Muselli

J Pers Med· September 2022

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Machine learning in primary biliary cholangitis: A novel approach for risk stratification.
Alessio Gerussi, Damiano Verda, Davide Paolo Bernasconi, Marco Carbone, Atsumasa Komori, Marco Muselli

Liver Int· March 2022

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Porting Rulex Software to the Raspberry Pi for Machine Learning Applications on the Edge.
Ali Walid Daher, Ali Rizik, Marco Muselli, Hussein Chible, Daniele D Caviglia

Sensors (Basel)· September 2021

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Hypoxia Predicts Poor Prognosis in Neuroblastoma Patients and Associates with Biological Mechanisms Involved in Telomerase Activation and Tumor Microenvironment Reprogramming.
Davide Cangelosi, Martina Morini, Nicolò Zanardi, Angela Rita Sementa, Marco Muselli

Cancers (Basel)· August 2020

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Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods.
Damiano Verda, Stefano Parodi, Enrico Ferrari, Marco Muselli

BMC Bioinformatics· November 2019

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Logic Learning Machine and standard supervised methods for Hodgkin's lymphoma prognosis using gene expression data and clinical variables.
Stefano Parodi, Chiara Manneschi, Damiano Verda, Enrico Ferrari, Marco Muselli

Health Informatics J· March 2018

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Identifying Environmental and Social Factors Predisposing to Pathological Gambling Combining Standard Logistic Regression and Logic Learning Machine.
Stefano Parodi, Corrado Dosi, Antonella Zambon, Enrico Ferrari, Marco Muselli

J Gambl Stud· December 2017

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A predictive model for obstructive sleep apnea and Down syndrome.
Brian G Skotko, Eric A Macklin, Marco Muselli, Lauren Voelz, Mary Ellen McDonough

Am J Med Genet A· April 2017

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Differential diagnosis of pleural mesothelioma using Logic Learning Machine.
Stefano Parodi, Rosa Filiberti, Paola Marroni, Roberta Libener, Giovanni Paolo Ivaldi, Marco Muselli

BMC Bioinformatics· September 2015

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Use of Attribute Driven Incremental Discretization and Logic Learning Machine to build a prognostic classifier for neuroblastoma patients.
Davide Cangelosi, Marco Muselli, Stefano Parodi, Fabiola Blengio, Pamela Becherini

BMC Bioinformatics· September 2014

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Logic Learning Machine creates explicit and stable rules stratifying neuroblastoma patients.
Davide Cangelosi, Fabiola Blengio, Rogier Versteeg, Angelika Eggert, Alberto Garaventa, Marco Muselli

BMC Bioinformatics· December 2013

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Validation of a new multiple osteochondromas classification through Switching Neural Networks.
Marina Mordenti, Enrico Ferrari, Elena Pedrini, Nicola Fabbri, Laura Campanacci, Marco Muselli

Am J Med Genet A· March 2013

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A mathematical model for the validation of gene selection methods.
Marco Muselli, Alberto Bertoni, Marco Frasca, Alessandro Beghini, Francesca Ruffino

IEEE/ACM Trans Comput Biol Bioinform· January 2012

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The application of atmospheric pressure matrix-assisted laser desorption/ionization to the analysis of long-term cryopreserved serum peptidome.
Rosa Mangerini, Paolo Romano, Angelo Facchiano, Gianluca Damonte, Marco Muselli

Anal Biochem· October 2011

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Efficient global maximum likelihood estimation through kernel methods.
Cristiano Cervellera, Danilo Macciò, Marco Muselli

Neural Netw· September 2010

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Evaluating switching neural networks through artificial and real gene expression data.
Marco Muselli, Massimiliano Costacurta, Francesca Ruffino

Artif Intell Med· May 2009

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Not proper ROC curves as new tool for the analysis of differentially expressed genes in microarray experiments.
Stefano Parodi, Vito Pistoia, Marco Muselli

BMC Bioinformatics· October 2008

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