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Carlo Barbieri
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2020 – today
- 2020
- [j8]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: 101898 (2020)
2010 – 2019
- 2015
- [j7]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: 56-61 (2015) - [i1]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 abs/1509.03977 (2015) - 2014
- [j6]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): 47-60 (2014) - [j5]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
:
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117(2): 208-217 (2014) - 2013
- [j4]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): 165-173 (2013) - [j3]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): 4679-4686 (2013) - 2012
- [c2]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: 3943-3946 - [c1]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: 99-106 - 2011
- [j2]Matthias Degroote
, Dimitri Van Neck, Carlo Barbieri
:
Faddeev Random Phase Approximation for molecules. Comput. Phys. Commun. 182(9): 1995-1998 (2011) - [j1]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): 1-17 (2011)
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