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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.
Barbieri C, Bolzoni E, Mari F, Cattinelli I, Bellocchio F, Martin JD, Amato C, Stopper A, Gatti E, Macdougall IC, Stuard S, Canaud B. Barbieri C, et al. Among authors: cattinelli i. PLoS One. 2016 Mar 3;11(3):e0148938. doi: 10.1371/journal.pone.0148938. eCollection 2016. PLoS One. 2016. PMID: 26939055 Free PMC article.
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.
Barbieri C, Neri L, Chermisi M, Bolzoni E, Cattinelli I, Decker W, Stuard S, Martín-Guerrero JD, Mari F. Barbieri C, et al. Among authors: cattinelli i. Expert Rev Med Devices. 2021 Nov;18(11):1117-1121. doi: 10.1080/17434440.2021.1990037. Epub 2021 Oct 20. Expert Rev Med Devices. 2021. PMID: 34612120
An international observational study suggests that artificial intelligence for clinical decision support optimizes anemia management in hemodialysis patients.
Barbieri C, Molina M, Ponce P, Tothova M, Cattinelli I, Ion Titapiccolo J, Mari F, Amato C, Leipold F, Wehmeyer W, Stuard S, Stopper A, Canaud B. Barbieri C, et al. Among authors: cattinelli i. Kidney Int. 2016 Aug;90(2):422-429. doi: 10.1016/j.kint.2016.03.036. Epub 2016 Jun 2. Kidney Int. 2016. PMID: 27262365 Free article.
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.
Barbieri C, Cattinelli I, Neri L, Mari F, Ramos R, Brancaccio D, Canaud B, Stuard S. Barbieri C, et al. Among authors: cattinelli i. Kidney Dis (Basel). 2019 Feb;5(1):28-33. doi: 10.1159/000493479. Epub 2018 Nov 7. Kidney Dis (Basel). 2019. PMID: 30815462 Free PMC article. Review.