BUONOCORE, TOMMASO MARIO
BUONOCORE, TOMMASO MARIO
DIPARTIMENTO DI INGEGNERIA INDUSTRIALE E DELL'INFORMAZIONE
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers
2023-01-01 Buonocore, TOMMASO MARIO; Parimbelli, Enea; Tibollo, Valentina; Napolitano, Carlo; Priori, Silvia; Bellazzi, Riccardo
A synthetic dataset of liver disorder patients
2023-01-01 Nicora, Giovanna; Buonocore, Tommaso Mario; Parimbelli, Enea
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application
2023-01-01 Crema, Claudio; Buonocore, Tommaso Mario; Fostinelli, Silvia; Parimbelli, Enea; Verde, Federico; Fundarò, Cira; Manera, Marina; Ramusino, Matteo Cotta; Capelli, Marco; Costa, Alfredo; Binetti, Giuliano; Bellazzi, Riccardo; Redolfi, Alberto
Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift
2024-01-01 Peracchio, L.; Nicora, G.; Buonocore, T. M.; Bellazzi, R.; Parimbelli, E.
Evaluation of XAI on ALS 6-months mortality prediction
2022-01-01 Buonocore, T. M.; Nicora, G.; Dagliati, A.; Parimbelli, E.
Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers
2022-01-01 Buonocore, T. M.; Parimbelli, E.; Sacchi, L.; Bellazzi, R.; Del Campo, L.; Quaglini, S.
Localizing in-domain adaptation of transformer-based biomedical language models
2023-01-01 Buonocore, T. M.; Crema, C.; Redolfi, A.; Bellazzi, R.; Parimbelli, E.
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis
2023-01-01 Buonocore, T. M.; Bosoni, P.; Nicora, G.; Vazifehdan, M.; Bellazzi, R.; Parimbelli, E.; Dagliati, A.
Reshaping free-text radiology notes into structured reports with generative question answering transformers
2024-01-01 Bergomi, Laura; Buonocore, Tommaso M; Antonazzo, Paolo; Alberghi, Lorenzo; Bellazzi, Riccardo; Preda, Lorenzo; Bortolotto, Chandra; Parimbelli, Enea
Towards Natural Language Interaction in Clinical Information Extraction
2024-04-11 Buonocore, TOMMASO MARIO
Why did AI get this one wrong? — Tree-based explanations of machine learning model predictions
2023-01-01 Parimbelli, E.; Buonocore, T. M.; Nicora, G.; Michalowski, W.; Wilk, S.; Bellazzi, R.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers | 1-gen-2023 | Buonocore, TOMMASO MARIO; Parimbelli, Enea; Tibollo, Valentina; Napolitano, Carlo; Priori, Silvia; Bellazzi, Riccardo | |
| A synthetic dataset of liver disorder patients | 1-gen-2023 | Nicora, Giovanna; Buonocore, Tommaso Mario; Parimbelli, Enea | |
| Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application | 1-gen-2023 | Crema, Claudio; Buonocore, Tommaso Mario; Fostinelli, Silvia; Parimbelli, Enea; Verde, Federico; Fundarò, Cira; Manera, Marina; Ramusino, Matteo Cotta; Capelli, Marco; Costa, Alfredo; Binetti, Giuliano; Bellazzi, Riccardo; Redolfi, Alberto | |
| Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift | 1-gen-2024 | Peracchio, L.; Nicora, G.; Buonocore, T. M.; Bellazzi, R.; Parimbelli, E. | |
| Evaluation of XAI on ALS 6-months mortality prediction | 1-gen-2022 | Buonocore, T. M.; Nicora, G.; Dagliati, A.; Parimbelli, E. | |
| Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers | 1-gen-2022 | Buonocore, T. M.; Parimbelli, E.; Sacchi, L.; Bellazzi, R.; Del Campo, L.; Quaglini, S. | |
| Localizing in-domain adaptation of transformer-based biomedical language models | 1-gen-2023 | Buonocore, T. M.; Crema, C.; Redolfi, A.; Bellazzi, R.; Parimbelli, E. | |
| Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis | 1-gen-2023 | Buonocore, T. M.; Bosoni, P.; Nicora, G.; Vazifehdan, M.; Bellazzi, R.; Parimbelli, E.; Dagliati, A. | |
| Reshaping free-text radiology notes into structured reports with generative question answering transformers | 1-gen-2024 | Bergomi, Laura; Buonocore, Tommaso M; Antonazzo, Paolo; Alberghi, Lorenzo; Bellazzi, Riccardo; Preda, Lorenzo; Bortolotto, Chandra; Parimbelli, Enea | |
| Towards Natural Language Interaction in Clinical Information Extraction | 11-apr-2024 | Buonocore, TOMMASO MARIO | |
| Why did AI get this one wrong? — Tree-based explanations of machine learning model predictions | 1-gen-2023 | Parimbelli, E.; Buonocore, T. M.; Nicora, G.; Michalowski, W.; Wilk, S.; Bellazzi, R. |