Stefano Patarnello

18 papers B 1Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
A Multiple Source Data Collection and Integration Paradigm for the Creation of a Dynamic COPD Data Mart.
BIOSTEC (2): HEALTHINF
Giulio Pagliari, Agni Delvinioti, Nicoletta Di Giorgi, Maria Vittoria De Girolamo, Angela Nervoso, Francesco Macagno, Carlotta Masciocchi, Stefano Patarnello, Alice Luraschi
2025 — conf
Improving Clinical Report Classification with Sentence Boundary Detection.
ICHI
Livia Lilli, Stefano Patarnello, Nikola Dino Capocchiano, Carlotta Masciocchi, Mario Santoro
2025 J jnl
MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers.
BMC Medical Informatics Decis. Mak.
Livia Lilli, Mario Santoro, Valeria Masiello, Stefano Patarnello, Luca Tagliaferri, Fabio Marazzi, Nikola Dino Capocchiano
2025 — conf
Mamma Mia! Where's My Name? De-Identifying Italian Clinical Notes with Large Language Models.
CLiC-it
Michele Miranda, Sébastien Bratières, Stefano Patarnello, Livia Lilli
2025 — conf
Predicting Length of Stay in Geriatric Patients Using an Ensemble Learning Method.
AIME (2)
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
2025 — conf
Privacy in Italian Clinical Reports: A NLP-Based Anonymization Approach.
ICHI
Giovanni Paolo Tobia, Stefano Patarnello, Carlotta Masciocchi, Camilla Nero, Marco Carlo Passarotti, Giovanni Moretti, Antonio Marchetti, Giovanni Arcuri, Livia Lilli
2024 — conf
LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports.
ClinicalNLP@NAACL
Livia Lilli, Stefano Patarnello, Carlotta Masciocchi, Valeria Masiello, Fabio Marazzi, Tagliaferri Luca, Nikola Dino Capocchiano
2024 — conf
Lupus Alberto: A Transformer-Based Approach for SLE Information Extraction from Italian Clinical Reports.
CLiC-it
Livia Lilli, Laura Antenucci, Augusta Ortolan, Silvia Laura Bosello, Maria Antonietta D'agostino, Stefano Patarnello, Carlotta Masciocchi, Jacopo Lenkowicz
2024 — conf
Prediction Modelling and Data Quality Assessment for Nursing Scale in a Big Hospital: A Proposal to Save Resources and Improve Data Quality.
AIME (1)
Chiara Dachena, Roberto Gatta, Mariachiara Savino, Stefania Orini, Nicola Acampora, M. Letizia Serra, Stefano Patarnello, Christian Barillaro, Carlotta Masciocchi
2023 B conf
An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre.
AIME
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
2022 J jnl
A real-time integrated framework to support clinical decision making for covid-19 patients.
Comput. Methods Programs Biomed.
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
2022 J jnl
HIV Patients' Tracer for Clinical Assistance and Research during the COVID-19 Epidemic (INTERFACE): A Paradigm for Chronic Conditions.
Inf.
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
2021 J jnl
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator.
Frontiers Comput. Sci.
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
1991 J jnl
3-D Object Classification: Application of a Constructive Algorithm.
Int. J. Neural Syst.
Neil Burgess, Mario Notturno Granieri, Stefano Patarnello
1991 J jnl
Three-dimensional visualization of many-body system dynamics.
IBM J. Res. Dev.
Massimo Bernaschi, Enzo Marinari, Stefano Patarnello, Sauro Succi
1989 J jnl
A Neural Network Model to Simulate a Conditioning Experiment.
Int. J. Neural Syst.
Stefano Patarnello, Paolo Carnevali
1989 — conf
Self-organizing boolean networks for speech recognition.
EUROSPEECH
Stefano Patarnello, Stefano Scarei
1985 J jnl
Image Processing by Simulated Annealing.
IBM J. Res. Dev.
Paolo Carnevali, Lattanzio Coletti, Stefano Patarnello