Tommaso Mario Buonocore

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Lesion Segmentation

Multiple Sclerosis

Practical Application

Top Venues

Artif. Intell. Medicine

J. Biomed. Informatics

CLEF (Working Notes)

Publications

Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi
Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis. CoRR (2024)
Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli
Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. AIME (2) (2024)
Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli
Reshaping free-text radiology notes into structured reports with generative question answering transformers. Artif. Intell. Medicine 154 (2024)
Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian. CoRR (2024)
Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers. CoRR (2024)
Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine 135 (2023)
Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli
Localizing in-domain adaptation of transformer-based biomedical language models. J. Biomed. Informatics 144 (2023)
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
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application. J. Biomed. Informatics 148 (2023)
Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis. CLEF (Working Notes) (2023)
Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers. AIME (2023)
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
Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application. CoRR (2023)
Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli
Evaluation of XAI on ALS 6-months mortality prediction. CLEF (Working Notes) (2022)
Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models. CoRR (2022)