Stefano Patarnello

According to our database, Stefano Patarnello authored at least 17 papers between 1985 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers.

Livia Lilli, Mario Santoro, Valeria Masiello, Stefano Patarnello, Luca Tagliaferri, Fabio Marazzi, Nikola Dino Capocchiano

BMC Medical Informatics Decis. Mak., December, 2025

Privacy in Italian Clinical Reports: A NLP-Based Anonymization Approach.

Giovanni Paolo Tobia, Stefano Patarnello, Carlotta Masciocchi, Camilla Nero, Marco Carlo Passarotti, Giovanni Moretti, Antonio Marchetti, Giovanni Arcuri, Livia Lilli

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Improving Clinical Report Classification with Sentence Boundary Detection.

Livia Lilli, Stefano Patarnello, Nikola Dino Capocchiano, Carlotta Masciocchi, Mario Santoro

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

A Multiple Source Data Collection and Integration Paradigm for the Creation of a Dynamic COPD Data Mart.

Giulio Pagliari, Agni Delvinioti, Nicoletta Di Giorgi, Maria Vittoria De Girolamo, Angela Nervoso, Francesco Macagno, Carlotta Masciocchi, Stefano Patarnello, Alice Luraschi

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

Predicting Length of Stay in Geriatric Patients Using an Ensemble Learning Method.

Mariachiara Savino, Chiara Dachena, Carlotta Masciocchi, Stefania Orini, Roberto Gatta, Stefano Patarnello, Riccardo Rinaldi, Nicola Acampora, Eleonora Meloni, Giovanni Arcuri, Francesco Landi, Graziano Onder, Christian Barillaro

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Lupus Alberto: A Transformer-Based Approach for SLE Information Extraction from Italian Clinical Reports.

Livia Lilli, Laura Antenucci, Augusta Ortolan, Silvia Laura Bosello, Maria Antonietta D'Agostino, Stefano Patarnello, Carlotta Masciocchi, Jacopo Lenkowicz

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

Prediction Modelling and Data Quality Assessment for Nursing Scale in a Big Hospital: A Proposal to Save Resources and Improve Data Quality.

Chiara Dachena, Roberto Gatta, Mariachiara Savino, Stefania Orini, Nicola Acampora, M. Letizia Serra, Stefano Patarnello, Christian Barillaro, Carlotta Masciocchi

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports.

Livia Lilli, Stefano Patarnello, Carlotta Masciocchi, Valeria Masiello, Fabio Marazzi, Tagliaferri Luca, Nikola Dino Capocchiano

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre.

Mariachiara Savino, Nicola Acampora, Carlotta Masciocchi, Roberto Gatta, Chiara Dachena, Stefania Orini, Andrea Cambieri, Francesco Landi, Graziano Onder, Andrea Russo, Sara Salini, Vincenzo Valentini, Andrea Damiani, Stefano Patarnello, Christian Barillaro

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

HIV Patients' Tracer for Clinical Assistance and Research during the COVID-19 Epidemic (INTERFACE): A Paradigm for Chronic Conditions.

Antonella Cingolani, Konstantina Kostopoulou, Alice Luraschi, Aristodemos Pnevmatikakis, Silvia Lamonica, Sofoklis A. Kyriazakos, Chiara Iacomini, Francesco Vladimiro Segala, Giulia Micheli, Cristina Seguiti, Stathis Kanavos, Alfredo Cesario, Enrica Tamburrini, Stefano Patarnello, Vincenzo Valentini, Roberto Cauda

Inf., 2022

A real-time integrated framework to support clinical decision making for covid-19 patients.

Rita Murri, Carlotta Masciocchi, Jacopo Lenkowicz, Massimo Fantoni, Andrea Damiani, Antonio Marchetti, Paolo Domenico Angelo Sergi, Giovanni Arcuri, Alfredo Cesario, Stefano Patarnello, Massimo Antonelli, Rocco Bellantone, Roberto Bernabei, Stefania Boccia, Paolo Calabresi, Andrea Cambieri, Roberto Cauda, Cesare Colosimo, Filippo Crea, Ruggero De Maria, Valerio De Stefano, Francesco Franceschi, Antonio Gasbarrini, Raffaele Landolfi, Ornella Parolini, Luca Richeldi, Maurizio Sanguinetti, Andrea Urbani, Maurizio Zega, Giovanni Scambia, Vincenzo Valentini

Comput. Methods Programs Biomed., 2022

2021

Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator.

Andrea Damiani, Carlotta Masciocchi, Jacopo Lenkowicz, Nikola Dino Capocchiano, Luca Boldrini, Luca Tagliaferri, A. Cesario, P. Sergi, Antonio Marchetti, Alice Luraschi, Stefano Patarnello, Vincenzo Valentini

Frontiers Comput. Sci., 2021

1991

3-D Object Classification: Application of a Constructive Algorithm.

Neil Burgess, Mario Notturno Granieri, Stefano Patarnello

Int. J. Neural Syst., 1991

Three-dimensional visualization of many-body system dynamics.

Massimo Bernaschi, Enzo Marinari, Stefano Patarnello, Sauro Succi

IBM J. Res. Dev., 1991

1989

A Neural Network Model to Simulate a Conditioning Experiment.

Stefano Patarnello, Paolo Carnevali

Int. J. Neural Syst., 1989

Self-organizing boolean networks for speech recognition.

Stefano Patarnello, Stefano Scarei

Proceedings of the First European Conference on Speech Communication and Technology, 1989

1985

Image Processing by Simulated Annealing.

Paolo Carnevali, Lattanzio Coletti, Stefano Patarnello

IBM J. Res. Dev., 1985