Publications by authors named "Livia Lilli"

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Benchmarking Large Language Models for Italian Medical Text Classification: Are Generative Models the Best Choice?
Livia Lilli, Stefano Patarnello, Carlotta Masciocchi, Antonio Marchetti, Giovanni Arcuri

Stud Health Technol Inform· October 2025

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Leveraging ChatGPT-4 for Evidence Synthesis: A Case Study on the Use of a Large Language Model in a Systematic Review.
Federica Tomassini, Alice Luraschi, Stefano Patarnello, Carlotta Masciocchi, Giovanni Arcuri, Livia Lilli

Stud Health Technol Inform· October 2025

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Prediction of 1-Year Activity in Systemic Lupus Erythematosus: Hierarchical Machine Learning Approach.
Livia Lilli, Laura Antenucci, Augusta Ortolan, Silvia Laura Bosello, Stefano Patarnello

JMIR Form Res· August 2025

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Gemelli SLE Data Mart: A Real World Evidence Framework for the Evolution of Systemic Lupus Erythematousus Patients.
Laura Antenucci, Livia Lilli, Silvia Laura Bosello, Stefano Patarnello, Augusta Ortolan

Stud Health Technol Inform· May 2025

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MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers.
Livia Lilli, Mario Santoro, Valeria Masiello, Stefano Patarnello, Luca Tagliaferri

BMC Med Inform Decis Mak· April 2025

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Vaccines and myocardial injury in patients hospitalized for COVID-19 infection: the CardioCOVID-Gemelli study.
Rocco Antonio Montone, Riccardo Rinaldi, Carlotta Masciocchi, Livia Lilli, Andrea Damiani

Eur Heart J Qual Care Clin Outcomes· January 2025

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A Comprehensive Natural Language Processing Pipeline for the Chronic Lupus Disease.
Livia Lilli, Silvia Laura Bosello, Laura Antenucci, Stefano Patarnello, Augusta Ortolan

Stud Health Technol Inform· August 2024

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Myocardial Injury Portends a Higher Risk of Mortality and Long-Term Cardiovascular Sequelae after Hospital Discharge in COVID-19 Survivors.
Riccardo Rinaldi, Mattia Basile, Carmine Salzillo, Domenico Luca Grieco, Andrea Caffè, Livia Lilli

J Clin Med· October 2022

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