Publications by authors named "Francesca Alfieri"

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Development and validation of a machine learning model for real-time prediction of invasive mechanical ventilation weaning readiness.
Simone Zappalà, Vittorio Scaravilli, Lucrezia Rovati, Marco Bosone, Francesca Alfieri

J Crit Care· October 2025

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A Deep Learning Approach for Tracking Colorectal Cancer-Derived Extracellular Vesicles in Colon and Lung Models.
Giulia Chiabotto, Bianca Dumontel, Luca Zilli, Veronica Vighetto, Giorgia Savino, Francesca Alfieri

ACS Biomater Sci Eng· September 2025

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External Validation of Persistent Severe Acute Kidney Injury Prediction With Machine Learning Model.
Simone Zappalà, Francesca Alfieri, Andrea Ancona, Antonio M Dell'Anna, Kianoush B Kashani

Mayo Clin Proc Digit Health· June 2025

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Development and external validation of a machine learning model for the prediction of persistent acute kidney injury stage 3 in multi-centric, multi-national intensive care cohorts.
Simone Zappalà, Francesca Alfieri, Andrea Ancona, Fabio Silvio Taccone, Riccardo Maviglia

Crit Care· June 2024

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Continuous and early prediction of future moderate and severe Acute Kidney Injury in critically ill patients: Development and multi-centric, multi-national external validation of a machine-learning model.
Francesca Alfieri, Andrea Ancona, Giovanni Tripepi, Andrea Rubeis, Niccolò Arjoldi

PLoS One· July 2023

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External validation of a deep-learning model to predict severe acute kidney injury based on urine output changes in critically ill patients.
Francesca Alfieri, Andrea Ancona, Giovanni Tripepi, Vincenzo Randazzo, Annunziata Paviglianiti

J Nephrol· November 2022

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A deep-learning model to continuously predict severe acute kidney injury based on urine output changes in critically ill patients.
Francesca Alfieri, Andrea Ancona, Giovanni Tripepi, Dario Crosetto, Vincenzo Randazzo

J Nephrol· December 2021

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