Tommaso Mario Buonocore

According to our database, Tommaso Mario Buonocore authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian.

Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli

CoRR, 2024

Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers.

Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli

CoRR, 2024

Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis.

Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi

CoRR, 2024

Reshaping free-text radiology notes into structured reports with generative question answering transformers.

Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli

Artif. Intell. Medicine, 2024

Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift.

Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application.

Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli, Enea Parimbelli, Federico Verde, Cira Fundarò, Marina Manera, Matteo Cotta Ramusino, Marco Capelli, Alfredo Costa, Giuliano Binetti, Riccardo Bellazzi, Alberto Redolfi

J. Biomed. Informatics, December, 2023

Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal.

Iacopo Vagliano, Noman Dormosh, Miguel Rios, Torec T. Luik, T. M. Buonocore, Paul W. G. Elbers, Dave A. Dongelmans, Martijn C. Schut, Ameen Abu-Hanna

J. Biomed. Informatics, October, 2023

Localizing in-domain adaptation of transformer-based biomedical language models.

Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli

J. Biomed. Informatics, August, 2023

Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.

Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi

Artif. Intell. Medicine, January, 2023

Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application.

Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli, Enea Parimbelli, Federico Verde, Cira Fundarò, Marina Manera, Matteo Cotta Ramusino, Marco Capelli, Alfredo Costa, Giuliano Binetti, Riccardo Bellazzi, Alberto Redolfi

CoRR, 2023

Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis.

Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers.

Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models.

Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli

CoRR, 2022

Evaluation of XAI on ALS 6-months mortality prediction.

Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.

T. M. Buonocore, Enea Parimbelli, Lucia Sacchi, Roberto Bellazzi, L. del Campo, Silvana Quaglini

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021