Carlotta Masciocchi

According to our database, Carlotta Masciocchi authored at least 15 papers between 1997 and 2025.

Collaborative distances:

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

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

A Comprehensive Natural Language Processing Pipeline for the Chronic Lupus Disease.

Silvia Laura Bosello, Laura Antenucci, Augusta Ortolan, Jacopo Lenkowicz, Gabriella Castellino, Alfredo Cesario, Maria Antonietta D'Agostino, Carlotta Masciocchi

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 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

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

Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine.

Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 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

2019

Towards a modular decision support system for radiomics: A case study on rectal cancer.

Roberto Gatta, Mauro Vallati, Nicola Dinapoli, Carlotta Masciocchi, Jacopo Lenkowicz, Davide Cusumano, Calogero Casà, Alessandra Farchione, Andrea Damiani, Johan van Soest, Andre Dekker, Vincenzo Valentini

Artif. Intell. Medicine, 2019

On the Feasibility of Distributed Process Mining in Healthcare.

Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani

Proceedings of the Computational Science - ICCS 2019, 2019

1997

An inter/intranet multimedia service for telemedicine.

R. Della Bella, L. Iovieno, M. Marcocci, Carlotta Masciocchi, Frédéric Patricelli

Proceedings of the 23rd EUROMICRO Conference '97, 1997