Publications by authors named "Carlo Barbieri"

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Diagrammatic Monte Carlo for Finite Systems at Zero Temperature.
Stefano Brolli, Carlo Barbieri, Enrico Vigezzi

Phys Rev Lett· May 2025

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Usage of the Anemia Control Model Is Associated with Reduced Hospitalization Risk in Hemodialysis.
Mario Garbelli, Maria Eva Baro Salvador, Abraham Rincon Bello, Diana Samaniego Toro, Francesco Bellocchio, Carlo Barbieri

Biomedicines· September 2024

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The Use of Anemia Control Model Is Associated with Improved Hemoglobin Target Achievement, Lower Rates of Inappropriate Erythropoietin Stimulating Agents, and Severe Anemia among Dialysis Patients.
Mario Garbelli, Francesco Bellocchio, Maria Eva Baro Salvador, Milena Chermisi, Abraham Rincon Bello, Carlo Barbieri

Blood Purif· April 2024

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From electronic health records to clinical management systems: how the digital transformation can support healthcare services.
Carlo Barbieri, Luca Neri, Stefano Stuard, Flavio Mari, José D Martín-Guerrero

Clin Kidney J· November 2023

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The Cardiovascular Literature-Based Risk Algorithm (CALIBRA): Predicting Cardiovascular Events in Patients With Non-Dialysis Dependent Chronic Kidney Disease.
Luca Neri, Caterina Lonati, Jasmine Ion Titapiccolo, Jennifer Nadal, Heike Meiselbach, Carlo Barbieri

Front Nephrol· July 2022

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Practice Patterns and Outcomes of Online Hemodiafiltration: A Real-World Evidence Study in a Russian Dialysis Network.
Luca Neri, Kostantin Gurevich, Yana Zarya, Svyatoslav Plavinskii, Francesco Bellocchio, Carlo Barbieri

Blood Purif· November 2021

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How to assess the risks associated with the usage of a medical device based on predictive modeling: the case of an anemia control model certified as medical device.
Carlo Barbieri, Luca Neri, Milena Chermisi, Elena Bolzoni, Isabella Cattinelli

Expert Rev Med Devices· November 2021

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Validation of a Novel Predictive Algorithm for Kidney Failure in Patients Suffering from Chronic Kidney Disease: The Prognostic Reasoning System for Chronic Kidney Disease (PROGRES-CKD).
Francesco Bellocchio, Caterina Lonati, Jasmine Ion Titapiccolo, Jennifer Nadal, Heike Meiselbach, Carlo Barbieri

Int J Environ Res Public Health· November 2021

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Predicting mortality in hemodialysis patients using machine learning analysis.
Victoria Garcia-Montemayor, Alejandro Martin-Malo, Carlo Barbieri, Francesco Bellocchio, Sagrario Soriano

Clin Kidney J· May 2021

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Long-term mortality risk associated with citric acid- and acetic acid-based bicarbonate haemodialysis: a historical cohort propensity score-matched study in a large, multicentre, population-based study.
Luca Neri, Francesco Bellocchio, Fatih Kircelli, Tomas Jirka, Martial Levannier, Carlo Barbieri

Nephrol Dial Transplant· July 2020

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Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks.
Oscar J Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José D Martín-Guerrero, Carlo Barbieri

Artif Intell Med· July 2020

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Effects of high-volume online mixed-hemodiafiltration on anemia management in dialysis patients.
Luciano A Pedrini, Adam M Zawada, Anke C Winter, Jenny Pham, Gudrun Klein, Carlo Barbieri

PLoS One· November 2019

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The anaemia control model: Does it help nephrologists in therapeutic decision-making in the management of anaemia?
María Laura Bucalo, Carlo Barbieri, Susana Roca, Jasmine Ion Titapiccolo, Maria Soledad Ros Romero

Nefrologia (Engl Ed)· October 2019

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Detecting high-risk chronic kidney disease-mineral bone disorder phenotypes among patients on dialysis: a historical cohort study.
Luca Neri, Ursula Kreuzberg, Francesco Bellocchio, Diego Brancaccio, Carlo Barbieri

Nephrol Dial Transplant· April 2019

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Development of an Artificial Intelligence Model to Guide the Management of Blood Pressure, Fluid Volume, and Dialysis Dose in End-Stage Kidney Disease Patients: Proof of Concept and First Clinical Assessment.
Carlo Barbieri, Isabella Cattinelli, Luca Neri, Flavio Mari, Rosa Ramos

Kidney Dis (Basel)· February 2019

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Artificial Intelligence for the Artificial Kidney: Pointers to the Future of a Personalized Hemodialysis Therapy.
Miguel Hueso, Alfredo Vellido, Nuria Montero, Carlo Barbieri, Rosa Ramos

Kidney Dis (Basel)· February 2018

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Patients' Characteristics Affect the Survival Benefit of Warfarin Treatment for Hemodialysis Patients with Atrial Fibrillation. A Historical Cohort Study.
Diego Brancaccio, Luca Neri, Francesco Bellocchio, Carlo Barbieri, Claudia Amato

Am J Nephrol· January 2018

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Warfarin in CKD patients with atrial fibrillation.
Diego Brancaccio, Luca Neri, Francesco Bellocchio, Carlo Barbieri, Claudia Amato

Kidney Int· September 2017

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An international observational study suggests that artificial intelligence for clinical decision support optimizes anemia management in hemodialysis patients.
Carlo Barbieri, Manuel Molina, Pedro Ponce, Monika Tothova, Isabella Cattinelli

Kidney Int· August 2016

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A New Data Analysis System to Quantify Associations between Biochemical Parameters of Chronic Kidney Disease-Mineral Bone Disease.
Mariano Rodriguez, M Dolores Salmeron, Alejandro Martin-Malo, Carlo Barbieri, Flavio Mari

PLoS One· July 2016

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Performance of a Predictive Model for Long-Term Hemoglobin Response to Darbepoetin and Iron Administration in a Large Cohort of Hemodialysis Patients.
Carlo Barbieri, Elena Bolzoni, Flavio Mari, Isabella Cattinelli, Francesco Bellocchio

PLoS One· July 2016

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Atrial fibrillation in dialysis patients: time to abandon warfarin?
Diego Brancaccio, Luca Neri, Francesco Bellocchio, Carlo Barbieri, Claudia Amato

Int J Artif Organs· May 2016

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Optimal convection volume for improving patient outcomes in an international incident dialysis cohort treated with online hemodiafiltration.
Bernard Canaud, Carlo Barbieri, Daniele Marcelli, Francesco Bellocchio, Sudhir Bowry

Kidney Int· November 2015

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A new machine learning approach for predicting the response to anemia treatment in a large cohort of End Stage Renal Disease patients undergoing dialysis.
Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero

Comput Biol Med· June 2015

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Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
Pablo Escandell-Montero, Milena Chermisi, José M Martínez-Martínez, Juan Gómez-Sanchis, Carlo Barbieri

Artif Intell Med· September 2014

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