Tommaso Mario Buonocore

20 papers B 1Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
BAT: A Toolkit for Biomedical Text Augmentation.
AIME (2)
Laura Bergomi, Enea Parimbelli, Daniele Pala, Tommaso Mario Buonocore
2025 — conf
Enhancing RAGs for Rheumatology Triage: Strategies for Optimized Knowledge Retrieval.
AIME (2)
Tommaso Mario Buonocore, Emanuele Cardinale, Garifallia Sakellariou, Riccardo Bellazzi, Lucia Sacchi
2025 — conf
From Regex to Encoders: Low-Effort Negation Detection for Healthcare Data Integration in Italian Hospitals.
AIME (2)
Tommaso Mario Buonocore, Sonia Mognaschi, Lorenzo Beretta, Serena Venturelli, Bruno Fattizzo, Eleonora Bruschi, Chiara Cassani, Simone Benatti, Sara Marinoni, Simone Vettoretti, Matteo Gabetta
2025 J jnl
RAR: Setting Knowledge Tripwires for Retrieval Augmented Rejection.
CoRR
Tommaso Mario Buonocore, Enea Parimbelli
2025 J jnl
RelAI: an automated approach to judge pointwise ML prediction reliability.
Int. J. Medical Informatics
Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Eleonora Tavazzi, Roberto Bergamaschi, Arianna Dagliati, Riccardo Bellazzi
2025 J jnl
SARITA: a large language model for generating the S1 subunit of the SARS-CoV-2 spike protein.
Briefings Bioinform.
Simone Rancati, Giovanna Nicora, Laura Bergomi, Tommaso Mario Buonocore, Daniel M. Czyz, Enea Parimbelli, Riccardo Bellazzi, Marco Salemi, Mattia Prosperi, Simone Marini
2025 — conf
SignalGrad-CAM: Beyond Image Explanation.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Samuele Pe, Tommaso Mario Buonocore, Giovanna Nicora, Enea Parimbelli
2024 — conf
Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift.
AIME (2)
Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli
2024 J jnl
Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis.
CoRR
Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi
2024 J jnl
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian.
CoRR
Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli
2024 J jnl
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers.
CoRR
Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli
2024 J jnl
Reshaping free-text radiology notes into structured reports with generative question answering transformers.
Artif. Intell. Medicine
Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli
2023 B conf
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers.
AIME
Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
2023 J jnl
Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application.
CoRR
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
2023 J jnl
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application.
J. Biomed. Informatics
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
2023 J jnl
Localizing in-domain adaptation of transformer-based biomedical language models.
J. Biomed. Informatics
Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli
2023 — conf
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis.
CLEF (Working Notes)
Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati
2023 J jnl
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif. Intell. Medicine
Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
2022 — conf
Evaluation of XAI on ALS 6-months mortality prediction.
CLEF (Working Notes)
Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli
2022 J jnl
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models.
CoRR
Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli