MUSACCHIO, NICOLETTA
MUSACCHIO, NICOLETTA
Dipartimento Universitario Clinico di Scienze mediche, chirurgiche e della salute
Collaboratori
A transparent machine learning algorithm uncovers HbA1c patterns associated with therapeutic inertia in patients with type 2 diabetes and failure of metformin monotherapy
2024-01-01 Musacchio, Nicoletta; Zilich, Rita; Masi, Davide; Baccetti, Fabio; Nreu, Besmir; Bruno Giorda, Carlo; Guaita, Giacomo; Morviducci, Lelio; Muselli, Marco; Ozzello, Alessandro; Pisani, Federico; Ponzani, Paola; Rossi, Antonio; Santin, Pierluigi; Verda, Damiano; Di Cianni, Graziano; Candido, Riccardo
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
2026-01-01 Falcetta, P.; Zilich, R.; Baccetti, F.; Baronti, W.; Morviducci, L.; Musacchio, N.; Muselli, M.; Ozzello, A.; Pisani, F.; Rossi, A.; Salomone, E.; Verda, D.; Candido, R.; Ponzani, P.
Lipid-lowering therapy and LDL target attainment in type 2 diabetes: trends from the Italian Associations of Medical Diabetologists database
2025-01-01 Rossi, Antonio; Masi, Davide; Zilich, Rita; Baccetti, Fabio; Baronti, Walter; Falcetta, Pierpaolo; Morviducci, Lelio; Musacchio, Nicoletta; Muselli, Marco; Ozzello, Alessandro; Salomone, Enrica; Verda, Damiano; Vezenkova, Maria; Candido, Riccardo; Ponzani, Paola
Real-world prescriptions of GLP-1RAs and SGLT2is in type 2 diabetes prioritise BMI and age over cardiorenal risk: a machine learning-based large cohort analysis
2025-01-01 Tuccinardi, Dario; Zilich, Rita; Ponzani, Paola; Musacchio, Nicoletta; Manicardi, Valeria; Rocca, Alberto; Pontremoli, Roberto; Fioretto, Paola; Muscarà, Andrea; Di Cianni, Graziano; Candido, Riccardo; De Cosmo, Salvatore A.; Russo, Giuseppina; Null, Null
Treatment Intensification Strategies and Metabolic Outcomes in Individuals With Type 2 Diabetes on GLP-1 RA Therapy
2025-01-01 Falcetta, Pierpaolo; Zilich, Rita; Baccetti, Fabio; Baronti, Walter; Masi, Davide; Morviducci, Lelio; Musacchio, Nicoletta; Muselli, Marco; Ozzello, Alessandro; Rossi, Antonio; Salomone, Enrica; Verda, Damiano; Vezenkova, Maria; Candido, Riccardo; Ponzani, Paola
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
2023-01-01 Masi, Davide; Zilich, Rita; Candido, Riccardo; Giancaterini, Annalisa; Guaita, Giacomo; Muselli, Marco; Ponzani, Paola; Santin, Pierluigi; Verda, Damiano; Musacchio, Nicoletta; Medici Diabetologi (AMD) Annals Study Group, Associazione; Artificial Intelligence Study Group, Amd