Isabella Cattinelli

Performance of a Predictive Model for Long-Term Hemoglobin Response to Darbepoetin and Iron Administration in a Large Cohort of Hemodialysis Patients

I. Macdougall, B. Canaud, S. Stuard, 2016, PloS one.

An international observational study suggests that artificial intelligence for clinical decision support optimizes anemia management in hemodialysis patients.

B. Canaud, F. Leipold, P. Ponce, 2016, Kidney international.

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

D. Brancaccio, B. Canaud, S. Stuard, 2018, Kidney Diseases.

Use of Self-Organizing Maps for Balanced Scorecard analysis to monitor the performance of dialysis clinic chains

J. Gómez-Sanchís, E. Soria-Olivas, C. Barbieri, 2012, Health care management science.

Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks

Carlo Barbieri, Flavio Mari, Isabella Cattinelli, 2020, Artif. Intell. Medicine.

Computational intelligence for the Balanced Scorecard: Studying performance trends of hemodialysis clinics

Carlo Barbieri, Flavio Mari, Emanuele Gatti, 2013, Artif. Intell. Medicine.

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

C. Barbieri, E. Bolzoni, F. Mari, 2021, Expert review of medical devices.

Computational intelligence for the Balanced Scorecard: Studying performance trends of hemodialysis clinics

C. Barbieri, E. Bolzoni, F. Mari, 2013, Artif. Intell. Medicine.