An inter/intranet multimedia service for telemedicine. - R. Della Bella; L. Iovieno; M. Marcocci; Carlotta Masciocchi; Frédéric Patricelli (EUROMICRO, 1997)

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 (ICCS (5), 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)

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)

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 (CBMS, 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; et al. (Comput. Methods Programs Biomed., 2022)

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; et al. (AIME, 2023)

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 (ClinicalNLP@NAACL, 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 (AIME (1), 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 (CLiC-it, 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 (MIE, 2024)

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; et al. (AIME (2), 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 (BIOSTEC (2): HEALTHINF, 2025)

Improving Clinical Report Classification with Sentence Boundary Detection. - Livia Lilli; Stefano Patarnello; Nikola Dino Capocchiano; Carlotta Masciocchi; Mario Santoro (ICHI, 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 (ICHI, 2025)