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SaveShare Save A transparent machine learning algorithm uncovers HbA1c patterns associated with therapeutic inertia in patients with type 2 diabetes and failure of metformin monotherapy
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 Share Save Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic ControlNicoletta, 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 Share Save 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 PracticeGiorda, 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 Share Save 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 GroupMasi, Davide; Zilich, Rita; Candido, Riccardo; Giancaterini, Annalisa; Guaita, Giacomo; Muselli, Marco; Ponzani, Paola; Santin, Pierluigi; Verda, Damiano; Musacchio, Nicoletta Share Save LLM-PBC: Logic Learning Machine-Based Explainable Rules Accurately Stratify the Genetic Risk of Primary Biliary CholangitisGerussi, Alessio; Verda, Damiano; Cappadona, Claudio; Cristoferi, Laura; Bernasconi, Davide Paolo; Bottaro, Sandro; Carbone, Marco; Muselli, Marco; Invernizzi, Pietro; Asselta, Rosanna Share Save Share Save Machine learning in primary biliary cholangitis: A novel approach for risk stratificationGerussi, 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 Share Save Clustering Reveals the Prognostic Role of Serum Albumin Values Within the Normal Range in Patients with Primary Biliary CholangitisGerussi, 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. Share Save Share Save Share Save Share Save Share Save Share Save Share Save Share Save Share Save Share Save Share Save 
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