Author

Francesca Alfieri

Observed name: Alfieri, Francesca

Observed institution: Politecnico di Torino

ORCID: 0000-0003-4337-4523

Observed ORCID: 0000-0003-4337-4523

OpenAlex ID: A5040383296

A deep-learning model to continuously predict severe acute kidney injury based on urine output changes in critically ill patients

2021 · Francesca Alfieri, Andrea Ancona, et al. · Journal of Nephrology · 48

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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

2023 · Francesca Alfieri, Andrea Ancona, et al. · PLoS ONE · 31

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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

2022 · Francesca Alfieri, Andrea Ancona, et al. · Journal of Nephrology · 21

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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

2024 · Simone Zappalà, Francesca Alfieri, et al. · Critical Care · 8

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External Validation of Persistent Severe Acute Kidney Injury Prediction With Machine Learning Model

2025 · Simone Zappalà, Francesca Alfieri, et al. · Mayo Clinic Proceedings Digital Health · 7

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A Deep Learning Approach for Tracking Colorectal Cancer-Derived Extracellular Vesicles in Colon and Lung Models

2025 · Giulia Chiabotto, Bianca Dumontel, et al. · ACS Biomaterials Science & Engineering · 3

Development and validation of a machine learning model for real-time prediction of invasive mechanical ventilation weaning readiness

2025 · Simone Zappalà, Vittorio Scaravilli, et al. · Journal of Critical Care · 2

Real-time prediction of ventilator-associated pneumonia onset in ICU: development of a dynamic machine learning model

2026 · Simone Zappalà, Lucrezia Rovati, et al. · Journal of Anesthesia Analgesia and Critical Care · 1

Early cost-effectiveness analysis of the U-Care Renal Platform

2026 · Attila Imre, György Tímár, et al. · BMC Nephrology

Impact of an Artificial Intelligence–Powered Clinical Decision Support System for Acute Kidney Injury Prevention in the Intensive Care Unit: Single-Center Uncontrolled Before-and-After Implementation Study

2026 · Francesca Alfieri, Andrea Ancona, et al. · JMIR Formative Research

Prospective and external evaluation of an AI model for continuous and early prediction of moderate and severe AKI in critically ill patients

2026 · Francesca Alfieri, Simone Zappalà, et al. · Intensive Care Medicine Experimental

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Additional file 1 of Prospective and external evaluation of an AI model for continuous and early prediction of moderate and severe AKI in critically ill patients

2026 · Alfieri, Francesca, Zappalà, Simone, et al. · Figshare

Prospective and external evaluation of an AI model for continuous and early prediction of moderate and severe AKI in critically ill patients

2026 · Alfieri, Francesca, Zappalà, Simone, et al. · Figshare

AI-Driven Real-Time Hyperlactatemia Prediction in ICU: A Multi-Cohort International Retrospective Study with External Validation

2026 · Simone Zappalà, Lucrezia Rovati, et al. · Shock

Predicting Persistent AKI Using Machine Learning: A Multicenter External Validation Study

2024 · Kianoush Kashani, Simone Zappalà, et al. · Journal of the American Society of Nephrology

Prospective and External Evaluation of an Artificial Intelligence Model for Continuous and Early Prediction of Moderate and Severe AKI in Critically Ill Patients

2024 · Kianoush Kashani, Francesca Alfieri, et al. · Journal of the American Society of Nephrology

Predicting Liberation from Continuous Kidney Replacement Therapy in Critically Ill Patients Using a Machine Learning Model

2024 · Kianoush Kashani, Francesca Alfieri, et al. · Journal of the American Society of Nephrology

Fall-detection in hospitalized patients using wearable sensors and machine-learning techniques

2019 · Francesca Alfieri

Works count: 20

Citation count: 120

H-index: 5

I10-index: 3