Publications by authors named "Flavio Mari"

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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, Flavio Mari

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, Flavio Mari

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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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, Flavio Mari

Expert Rev Med Devices· November 2021

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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

Artif Intell Med· July 2020

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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, Flavio Mari

Nefrologia (Engl Ed)· October 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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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, Flavio Mari

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, Flavio Mari

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, Flavio Mari

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, Flavio Mari

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, Flavio Mari

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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Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques.
José M Martínez-Martínez, Pablo Escandell-Montero, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari

Comput Methods Programs Biomed· November 2014

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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, Flavio Mari

Artif Intell Med· September 2014

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Computational intelligence for the Balanced Scorecard: studying performance trends of hemodialysis clinics.
Isabella Cattinelli, Elena Bolzoni, Milena Chermisi, Francesco Bellocchio, Carlo Barbieri, Flavio Mari

Artif Intell Med· July 2013

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Use of Self-Organizing Maps for Balanced Scorecard analysis to monitor the performance of dialysis clinic chains.
Isabella Cattinelli, Elena Bolzoni, Carlo Barbieri, Flavio Mari, José David Martin-Guerrero, José Maria Martinez-Martinez

Health Care Manag Sci· March 2012

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