Carlo Barbieri

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2020 J jnl
Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks.
Artif. Intell. Medicine
Oscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José David Martín-Guerrero, Carlo Barbieri
2015 J jnl
A new machine learning approach for predicting the response to anemia treatment in a large cohort of End Stage Renal Disease patients undergoing dialysis.
Comput. Biol. Medicine
Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero
2015 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
CoRR
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
2014 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
Artif. Intell. Medicine
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
2014 J jnl
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques.
Comput. Methods Programs Biomed.
José María Martínez-Martínez, Pablo Escandell-Montero, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Marcelino Martínez-Sober, Claudia Amato, Antonio J. Serrano-López, Marcello Bassi, José Rafael Magdalena Benedicto, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
2013 J jnl
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients.
Expert Syst. Appl.
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria Gabriella Signorini
2013 J jnl
Computational intelligence for the Balanced Scorecard: Studying performance trends of hemodialysis clinics.
Artif. Intell. Medicine
Isabella Cattinelli, Elena Bolzoni, Milena Chermisi, Francesco Bellocchio, Carlo Barbieri, Flavio Mari, Claudia Amato, Marcus Menzer, Andrea Stopper, Emanuele Gatti
2012 — conf
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis.
ICDM Workshops
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti
2012 — conf
Predictive modeling of cardiovascular complications in incident hemodialysis patients.
EMBC
Jasmine Ion Titapiccolo, Manuela Ferrario, Carlo Barbieri, Daniele Marcelli, Flavio Mari, Emanuele Gatti, Sergio Cerutti, Padhraic Smyth, Maria G. Signorini
2011 J jnl
Faddeev Random Phase Approximation for molecules.
Comput. Phys. Commun.
Matthias Degroote, Dimitri Van Neck, Carlo Barbieri
2011 J jnl
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis: Prediction of Cardiovascular Events and Feature Selection using a Random Forest Approach.
Int. J. Knowl. Discov. Bioinform.
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria G. Signorini