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Carlotta Masciocchi
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2020 – today
- 2024
- [c8]Livia Lilli, Stefano Patarnello, Carlotta Masciocchi, Valeria Masiello, Fabio Marazzi, Tagliaferri Luca, Nikola Dino Capocchiano:
LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports. ClinicalNLP@NAACL 2024: 162-171 - [c7]Chiara Dachena, Roberto Gatta, Mariachiara Savino, Stefania Orini, Nicola Acampora, M. Letizia Serra, Stefano Patarnello, Christian Barillaro, Carlotta Masciocchi:
Prediction Modelling and Data Quality Assessment for Nursing Scale in a Big Hospital: A Proposal to Save Resources and Improve Data Quality. AIME (1) 2024: 128-137 - [c6]Livia Lilli, Laura Antenucci, Augusta Ortolan, Silvia Laura Bosello, Maria Antonietta D'Agostino, Stefano Patarnello, Carlotta Masciocchi, Jacopo Lenkowicz:
Lupus Alberto: A Transformer-Based Approach for SLE Information Extraction from Italian Clinical Reports. CLiC-it 2024 - [c5]Silvia Laura Bosello, Laura Antenucci, Augusta Ortolan, Jacopo Lenkowicz, Gabriella Castellino, Alfredo Cesario, Maria Antonietta D'Agostino, Carlotta Masciocchi:
A Comprehensive Natural Language Processing Pipeline for the Chronic Lupus Disease. MIE 2024: 909-913 - 2023
- [c4]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:
An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre. AIME 2023: 368-372 - 2022
- [j3]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:
A real-time integrated framework to support clinical decision making for covid-19 patients. Comput. Methods Programs Biomed. 217: 106655 (2022) - [c3]Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani:
Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine. CBMS 2022: 25-31 - 2021
- [j2]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:
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator. Frontiers Comput. Sci. 3: 768266 (2021)
2010 – 2019
- 2019
- [j1]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:
Towards a modular decision support system for radiomics: A case study on rectal cancer. Artif. Intell. Medicine 96: 145-153 (2019) - [c2]Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani:
On the Feasibility of Distributed Process Mining in Healthcare. ICCS (5) 2019: 445-452
1990 – 1999
- 1997
- [c1]R. Della Bella, L. Iovieno, M. Marcocci, Carlotta Masciocchi, Frédéric Patricelli:
An inter/intranet multimedia service for telemedicine. EUROMICRO 1997: 379-386
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