Luca Bacco

According to our database, Luca Bacco authored at least 20 papers between 2020 and 2026.

Collaborative distances:

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

2026

Automatic Cardiac Risk Management Classification using large-context Electronic Patients Health Records.

Jacopo Vitale, David Della Morte, Luca Bacco, Mario Merone, Mark C. H. de Groot, Saskia Haitjema, Leandro Pecchia, Bram van Es

CoRR, March, 2026

Artificial intelligence based intervertebral discs grading: From unsupervised detection to explainable Pfirrmann classification.

Paolo Giaccone, Federico D'Antoni, Luca Bacco, Fabrizio Russo, Giuseppe Francesco Papalia, Gianluca Vadalà, Rocco Papalia, Leandro Pecchia, Vincenzo Denaro, Mario Merone

Biomed. Signal Process. Control., 2026

2025

A GARCH-temporal fusion transformer model for the volatility prediction of exchange traded funds.

Lorenzo Petrosino, Luca Bacco, Giuliano Salvati, Mario Merone, Marco Papi

Neural Comput. Appl., September, 2025

Cross-lingual distillation for domain knowledge transfer with sentence transformers.

Ruben Piperno, Luca Bacco, Felice Dell'Orletta, Mario Merone, Leandro Pecchia

Knowl. Based Syst., 2025

Adopting machine learning to predict breast cancer patients adherence with lifestyle recommendations and quality of life outcomes.

Anna Crispo, Maria Elisabetta Pagnano, Agnese Bonfigli, Leandro Pecchia, Assunta Luongo, Giuseppe Porciello, Sergio Coluccia, Melania Prete, Luca Bacco, Sara Vitale, Elvira Palumbo, Paolo Giaccone, Rosa Pica, Maria Grimaldi, Marco Cascella, Ernesta Cavalcanti, Anita Minopoli, Michelino De Laurentiis, Massimo Libra, Jerry Polesel, Samuele Massarut, Egidio Celentano, Livia S. A. Augustin

Frontiers Digit. Health, 2025

Efficient multi-task learning with instance selection for biomedical NLP.

Agnese Bonfigli, Luca Bacco, Leandro Pecchia, Mario Merone, Felice Dell'Orletta

Comput. Biol. Medicine, 2025

Doctor, Is That You? Evaluating Large Language Models on Italy's Medical School Entrance Exams.

Ruben Piperno, Agnese Bonfigli, Felice Dell'Orletta, Leandro Pecchia, Mario Merone, Luca Bacco

Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), 2025

A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatment.

Agnese Bonfigli, Ruben Piperno, Luca Bacco, Felice Dell'Orletta, Dominique Brunato, Filippo Crispino, Giuseppe Francesco Papalia, Fabrizio Russo, Gianluca Vadalà, Rocco Papalia, Mario Merone, Leandro Pecchia

Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), 2025

2024

From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain.

Agnese Bonfigli, Luca Bacco, Mario Merone, Felice Dell'Orletta

Artif. Intell. Medicine, 2024

Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Banks.

Luca Bacco, Lorenzo Petrosino, Domenico Arganese, Luca Vollero, Marco Papi, Mario Merone

IEEE Access, 2024

2023

A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations.

Luca Bacco, Felice Dell'Orletta, Huiyuan Lai, Mario Merone, Malvina Nissim

Expert Syst. Appl., December, 2023

On the instability of further pre-training: Does a single sentence matter to BERT?

Luca Bacco, Gosse Minnema, Tommaso Caselli, Felice Dell'Orletta, Mario Merone, Malvina Nissim

Nat. Lang. Process. J., 2023

Advancing ECG Biometrics Through Vision Transformers: A Confidence-Driven Approach.

Onorato d'Angelis, Luca Bacco, Luca Vollero, Mario Merone

IEEE Access, 2023

Layered Meta-Learning Algorithm for Predicting Adverse Events in Type 1 Diabetes.

Federico D'Antoni, Lorenzo Petrosino, Alessandro Marchetti, Luca Bacco, Silvia Pieralice, Luca Vollero, Paolo Pozzilli, Vincenzo Piemonte, Mario Merone

IEEE Access, 2023

Natural Language Processing in Healthcare: A Bird's Eye View (short paper).

Luca Bacco, Felice Dell'Orletta, Mario Merone

Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Photoplethysmographic Signal Quality Assessment: a Comparative Study of Unsupervised and Supervised Neural Networks.

Anna Sabatini, Luca Bacco, Leonardo Lotini, Giovanni Palombo, Giulia Di Tomaso, Riccardo Sabbadini, Mario Merone, Luca Vollero

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

Postural Data Analysis using AI-powered Classification Models.

Luca Bacco, Matteo Coletta, Martina Zaltieri, Daniela Lo Presti, Carlo Massaroni, Emiliano Schena, Mario Merone

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

2021

Single beat ECG-based Identification System: development and robustness test in different working conditions.

Riccardo Sorvillo, Luca Bacco, Mario Merone, Alessandro Zompanti, Marco Santonico, Giorgio Pennazza, Giulio Iannello

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

Extractive Summarization for Explainable Sentiment Analysis using Transformers.

Luca Bacco, Andrea Cimino, Felice Dell'Orletta, Mario Merone

Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

2020

A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare.

Luca Bacco, Andrea Cimino, Luca Paulon, Mario Merone, Felice Dell'Orletta

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020