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ORCIDTommaso Mario Buonocore
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2020 – today
- 2024
[j5]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: 102924 (2024)- [c5]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: 257-266 - [i5]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 abs/2402.17554 (2024) - [i4]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 abs/2403.18938 (2024) - [i3]Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli:
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian. CoRR abs/2407.06011 (2024) - 2023
- [j4]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: 102471 (2023) - [j3]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: 104431 (2023) - [j2]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:
Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal. J. Biomed. Informatics 146: 104504 (2023) - [j1]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: 104557 (2023) - [c4]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: 153-162 - [c3]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: 1210-1218 - [i2]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 abs/2306.05323 (2023) - 2022
- [c2]Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli:
Evaluation of XAI on ALS 6-months mortality prediction. CLEF (Working Notes) 2022: 1228-1235 - [i1]Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli:
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models. CoRR abs/2212.10422 (2022) - 2021
- [c1]T. M. Buonocore, Enea Parimbelli, Lucia Sacchi, Roberto Bellazzi, L. del Campo, Silvana Quaglini:
Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers. MedInfo 2021: 597-601
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