Marco Muselli - Publications, H-index & Citations

Marco Muselli

rulex inc

27H指数

132论文数

2.6K被引数

收录论文 21

发表时间

Identifying Predictors of Early Treatment Intensification in Individuals With Type 2 Diabetes Treated With GLP-1 Receptor Agonists: A Machine Learning–Based Analysis of a Large Real World Cohort 识别接受GLP-1受体激动剂治疗的2型糖尿病患者早期治疗强化预测因素：一项基于机器学习的大型真实世界队列分析

diabetes, obesity and metabolism

IF0

2026-03-09

PREAI

Pierpaolo Falcetta; Rita Zilich; Fabio Baccetti; Walter Baronti; Lelio Morviducci; Nicoletta Musacchio; Marco Muselli; Alessandro Ozzello; Federico Pisani; Antonio Rossi; Enrica Salomone; Damiano Verda; Riccardo Candido; Paola Ponzani

A novel score function for conformal prediction in rule-based binary classification 基于规则的二分类中用于conformal prediction的一种新型评分函数

Pattern Recognition

IF7.6

2025-07-28

OAAI

Sara Narteni; Alberto Carlevaro; Fabrizio Dabbene; Marco Muselli; Maurizio Mongelli

A transparent machine learning algorithm uncovers HbA1c patterns associated with therapeutic inertia in patients with type 2 diabetes and failure of metformin monotherapy 一种透明的机器学习算法揭示了与2型糖尿病和二甲双胍单药治疗失败患者的治疗惯性相关的HbA1c模式

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2024-10-01

OAAI

Musacchio, Nicoletta; Zilich, Rita; Masi, Davide; Baccetti, Fabio; Nreu, Besmir; Giorda, Carlo Bruno; Guaita, Giacomo; Morviducci, Lelio; Muselli, Marco; Ozzello, Alessandro; Pisani, Federico; Ponzani, Paola; Rossi, Antonio; Santin, Pierluigi; Verda, Damiano; Di Cianni, Graziano; Candido, Riccardo

Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control 克服2型糖尿病的治疗惯性: 探索基于机器学习的情景模拟以改善短期血糖控制

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2024-02-14

OAAI

Nicoletta, Musacchio; Zilich, Rita; Masi, Davide; Baccetti, Fabio; Nreu, Besmir; Giorda, Carlo Bruno; Guaita, Giacomo; Morviducci, Lelio; Muselli, Marco; Ozzello, Alessandro; Pisani, Federico; Ponzani, Paola; Rossi, Antonio; Santin, Pierluigi; Verda, Damiano; Cianni, Graziano Di; Candido, Riccardo

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 系统地使用GLP-1-RAs和SGLT-2抑制剂在2型糖尿病中实现良好的代谢控制而不增加体重: 使用临床实践数据的机器学习预测

CLINICAL THERAPEUTICS

IF3.6

2023-08-01

OAAI

Giorda, Carlo Bruno; Rossi, Antonio; Baccetti, Fabio; Zilich, Rita; Romeo, Francesco; Besmir, Nreu; Di Cianni, Graziano; Guaita, Giacomo; Morviducci, Lelio; Muselli, Marco; Ozzello, Alessandro; Pisani, Federico; Ponzani, Paola; Santin, Pierluigi; Verda, Damiano; Musacchio, Nicoletta

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

JOURNAL OF CLINICAL MEDICINE

IF2.9

2023-06-16

OAAI

Masi, Davide; Zilich, Rita; Candido, Riccardo; Giancaterini, Annalisa; Guaita, Giacomo; Muselli, Marco; Ponzani, Paola; Santin, Pierluigi; Verda, Damiano; Musacchio, Nicoletta

LLM-PBC: Logic Learning Machine-Based Explainable Rules Accurately Stratify the Genetic Risk of Primary Biliary Cholangitis

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-09-26

OAAI

Gerussi, Alessio; Verda, Damiano; Cappadona, Claudio; Cristoferi, Laura; Bernasconi, Davide Paolo; Bottaro, Sandro; Carbone, Marco; Muselli, Marco; Invernizzi, Pietro; Asselta, Rosanna

VAMPIRE: vectorized automated ML pre-processing and post-processing framework for edge applications

COMPUTING

IF2.8

2022-06-22

OAAI

Daher, Ali W.; Ferrari, Enrico; Muselli, Marco; Chible, Hussein; Caviglia, Daniele D.

Machine learning in primary biliary cholangitis: A novel approach for risk stratification

LIVER INTERNATIONAL

IF5.2

2022-01-07

PREAI

Gerussi, Alessio; Verda, Damiano; Bernasconi, Davide Paolo; Carbone, Marco; Komori, Atsumasa; Abe, Masanori; Inao, Mie; Namisaki, Tadashi; Mochida, Satoshi; Yoshiji, Hitoshi; Hirschfield, Gideon; Lindor, Keith; Pares, Albert; Corpechot, Christophe; Cazzagon, Nora; Floreani, Annarosa; Marzioni, Marco; Alvaro, Domenico; Vespasiani-Gentilucci, Umberto; Cristoferi, Laura; Valsecchi, Maria Grazia; Muselli, Marco; Hansen, Bettina E.; Tanaka, Atsushi; Invernizzi, Pietro

Clustering Reveals the Prognostic Role of Serum Albumin Values Within the Normal Range in Patients with Primary Biliary Cholangitis

DIGESTIVE AND LIVER DISEASE

IF3.8

2021-03-01

PREAI

Gerussi, A.; Verda, D.; Bernasconi, D. P.; Carbone, M.; Komori, A.; Abe, M.; Inao, M.; Namisaki, T.; Mochida, S.; Yoshiji, H.; Hirschfield, G.; Lindor, K.; Pares, A.; Corpechot, C.; Cazzagon, N.; Floreani, A.; Marzioni, M.; Alvaro, D.; Vespasiani-Gentilucci, U.; Cristoferi, L.; Valsecchi, M. G.; Muselli, M.; Hansen, B. E.; Tanaka, A.; Invernizzi, P.

A Mathematical Model for the Validation of Gene Selection Methods

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2011-09-01

PREAI

Muselli, Marco; Bertoni, Alberto; Frasca, Marco; Beghini, Alessandro; Ruffino, Francesca; Valentini, Giorgio

Coupling Logical Analysis of Data and Shadow Clustering for Partially Defined Positive Boolean Function Reconstruction

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2011-01-01

PREAI

Muselli, Marco; Ferrari, Enrico