Carlo Barbieri

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 3

Top Topics

Machine Learning

Recurrent Neural Networks

Temporal Abstractions

Chronic Disease

Top Venues

Artif. Intell. Medicine

Comput. Biol. Medicine

Publications

Oscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José David Martín-Guerrero, Carlo Barbieri
Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks. Artif. Intell. Medicine 107 (2020)
Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero
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 61 (2015)
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
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. CoRR (2015)
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 Benedito, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117 (2) (2014)
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
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. Artif. Intell. Medicine 62 (1) (2014)
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria Gabriella Signorini
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients. Expert Syst. Appl. 40 (11) (2013)
Isabella Cattinelli, Elena Bolzoni, Milena Chermisi, Francesco Bellocchio, Carlo Barbieri, Flavio Mari, Claudia Amato, Marcus Menzer, Andrea Stopper, Emanuele Gatti
Computational intelligence for the Balanced Scorecard: Studying performance trends of hemodialysis clinics. Artif. Intell. Medicine 58 (3) (2013)
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis. ICDM Workshops (2012)
Jasmine Ion Titapiccolo, Manuela Ferrario, Carlo Barbieri, Daniele Marcelli, Flavio Mari, Emanuele Gatti, Sergio Cerutti, Padhraic Smyth, Maria G. Signorini
Predictive modeling of cardiovascular complications in incident hemodialysis patients. EMBC (2012)
Matthias Degroote, Dimitri Van Neck, Carlo Barbieri
Faddeev Random Phase Approximation for molecules. Comput. Phys. Commun. 182 (9) (2011)
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria G. Signorini
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. 2 (4) (2011)