Carlotta Masciocchi

15 papers B 2Journal 3Unranked 10
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 — 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
A Comprehensive Natural Language Processing Pipeline for the Chronic Lupus Disease.
MIE
Silvia Laura Bosello, Laura Antenucci, Augusta Ortolan, Jacopo Lenkowicz, Gabriella Castellino, Alfredo Cesario, Maria Antonietta D'agostino, Carlotta Masciocchi
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 B conf
Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine.
CBMS
Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani
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
2019 — conf
On the Feasibility of Distributed Process Mining in Healthcare.
ICCS (5)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani
2019 J jnl
Towards a modular decision support system for radiomics: A case study on rectal cancer.
Artif. Intell. Medicine
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
1997 — conf
An inter/intranet multimedia service for telemedicine.
EUROMICRO
R. Della Bella, L. Iovieno, M. Marcocci, Carlotta Masciocchi, Frédéric Patricelli