| Why did AI get this one wrong?—Tree-based explanations of machine learning model predictions E Parimbelli, TM Buonocore, G Nicora, W Michalowski, S Wilk, R Bellazzi Artificial Intelligence in Medicine 135, 102471, 2023 | 24 | 2023 |
| Localizing in-domain adaptation of transformer-based biomedical language models TM Buonocore, C Crema, A Redolfi, R Bellazzi, E Parimbelli Journal of Biomedical Informatics 144, 104431, 2023 | 20 | 2023 |
| A rule-free approach for cardiological registry filling from Italian clinical notes with question answering transformers TM Buonocore, E Parimbelli, V Tibollo, C Napolitano, S Priori, R Bellazzi International Conference on Artificial Intelligence in Medicine, 153-162, 2023 | 6 | 2023 |
| Evaluation of XAI on ALS 6-months mortality prediction. TM Buonocore, G Nicora, A Dagliati, E Parimbelli CLEF (Working Notes), 1228-1235, 2022 | 4 | 2022 |
| Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis L Peracchio, G Nicora, E Parimbelli, TM Buonocore, R Bergamaschi, ... arXiv preprint arXiv:2402.17554, 2024 | 2 | 2024 |
| Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application C Crema, TM Buonocore, S Fostinelli, E Parimbelli, F Verde, C Fundarò, ... Journal of Biomedical Informatics 148, 104557, 2023 | 2* | 2023 |
| Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: a systematic review and critical appraisal I Vagliano, N Dormosh, M Rios, TT Luik, TM Buonocore, PWG Elbers, ... Journal of Biomedical Informatics, 104504, 2023 | 2 | 2023 |
| Reshaping free-text radiology notes into structured reports with generative question answering transformers L Bergomi, TM Buonocore, P Antonazzo, L Alberghi, R Bellazzi, L Preda, ... Artificial Intelligence in Medicine 154, 102924, 2024 | | 2024 |
| Online content on eating disorders: a natural language processing study L Tarchi, TM Buonocore, G Selvi, V Ricca, G Castellini Journal of Communication in Healthcare, 1-10, 2024 | | 2024 |
| Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift L Peracchio, G Nicora, TM Buonocore, R Bellazzi, E Parimbelli International Conference on Artificial Intelligence in Medicine, 257-266, 2024 | | 2024 |
| Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian TM Buonocore, S Rancati, E Parimbelli arXiv preprint arXiv:2407.06011, 2024 | | 2024 |
| Towards Natural Language Interaction in Clinical Information Extraction T Buonocore Università degli studi di Pavia, 2024 | | 2024 |
| A synthetic dataset of liver disorder patients G Nicora, TM Buonocore, E Parimbelli Data in Brief 47, 108921, 2023 | | 2023 |
| Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis. TM Buonocore, P Bosoni, G Nicora, M Vazifehdan, R Bellazzi, ... CLEF (Working Notes), 1210-1218, 2023 | | 2023 |
| Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers TM Buonocore, E Parimbelli, L Sacchi, R Bellazzi, L Del Campo, ... MEDINFO 2021: One World, One Health–Global Partnership for Digital …, 2022 | | 2022 |
| COMINTART (COMitato INTelligenza ARTificiale): Canale divulgativo in italiano a proposito di intelligenza artificiale. G Cassani, F Bianchi, S Marini, C Conforti, L Tarchi, G Minardi, ... | | 2021 |
| Improving Early Detection of Colorectal Cancer with Natural Language Processing T BUONOCORE | | 2018 |
| Chun-Nan Hsu, UCSD, USA Dimitrios Kokkinakis, University of Goteborg, Sweden Eiji Aramaki, Nara Institute of Science and Technology, Japan Hercules Dalianis, Stockholm … AP Tafti, B Amico, D Pala, D Newman-Griffis, E Sauta, G Nicora, J Das, ... | | |
| Autoencoder-Driven Evaluation of Machine Learning Prediction Reliability: Fostering Trust in AI L Peracchio, G Nicora, A Dagliati, E Parimbelli, TM Buonocore, R Bellazzi Available at SSRN 4668764, 0 | | |
