Publications

Cliffs of Moher, Ireland - September 2019

Preprints

• S. Rebottini, P. Belloni. Measuring frailty in the elderly: an indicator based on a super-classifier. arXiv preprint (2025). https://arxiv.org/abs/2506.22349
• A. Sottosanti, P. Belloni, E. Bovo, G. Boccuzzo. Bayesian Mapping of Mortality Clusters. arXiv preprint (2024). https://arxiv.org/abs/2407.19135

Papers in journals

• Y. Tanaka, H. Y. Chen, P. Belloni, U. Gisladottir, J. Kefeli, J. Patterson, A. Srinivasan, M. Zeitz, G. Sirdeshmukh, J. Berkowitz, K. L. Brown, N. P. Tatonetti. OnSIDES (ON-label SIDE effectS resource) Database: Extracting Adverse Drug Events from Drug Labels using Natural Language Processing Models. Med (2025). https://doi.org/10.1016/j.medj.2025.100642

• M. Silan, P. Belloni, G. Boccuzzo. Identification of neighborhood clusters on data balanced by a poset-based approach. Statistical Methods & Applications (2023). https://doi.org/10.1007/s10260-023-00695-0

• M. Tagliabue, R. De Berardinis, P. Belloni, S. Gandini, D. Scaglione, F. Maffini, R. A. Mirabella, S. Riccio, G. Giugliano, R. Bruschini, F. Chu, M. Ansarin. Oral tongue carcinoma: prognostic changes according to the updated 2020 version of the AJCC/UICC TNM staging system. Acta Otorhinolaryngol Italica (2022). https://doi.org/10.14639/0392-100X-N2055

• S. Burlina, M. G. Dalfrà, P. Belloni, S. Ottanelli, F. Mecacci, G. Mello, A. Lapolla. Can the First Fasting Plasma Glucose Test in Pregnancy Predict Subsequent Gestational Complications? International Journal of Endocrinology (2022). https://doi.org/10.1155/2022/9633664

• R. De Berardinis, M. Tagliabue, P. Belloni, S. Gandini, D. Scaglione, F. Maffini, S. Margherini, S. Riccio, G. Giugliano, R. Bruschini, F. Chu, M. Ansarin. Tongue cancer treatment and oncological outcomes: The role of glossectomy classification. Surgical Oncology (2022). https://doi.org/10.1016/j.suronc.2022.101751

• D. Alterio, M. Augugliaro, M. Tagliabue, R. Bruschini, S. Gandini, L. Calabrese, P. Belloni, L. Preda, F. A. Maffini, G. Marvaso, A. Ferrari, S. Volpe, M. A. Zerella, O. Oneta, I. Turturici, A. Ombretta, F. Ruju, M. Ansarin, R. Orecchia, B. A. Jereczek-Fossa. The T‐N tract involvement as a new prognostic factor for PORT in locally advanced oral cavity tumors. Oral Diseases (2021). https://doi.org/10.1111/odi.13885

• M. Tagliabue, P. Belloni, R. De Berardinis, F. Chu, S. Zorzi, C. Fumagalli, L. Santoro, S. Chiocca, M. Ansarin. A systematic review and meta‐analysis of the prognostic role of age in oral tongue cancer. Cancer Medicine (2021). https://doi.org/10.1002/cam4.3795

• P. Gnagnarella, S. Raimondi, V. Aristarco, H. Johansson, F. Bellerba, F. Corso, S. P. De Angelis, P. Belloni, S. Caini, S. Gandini. Ethnicity as modifier of risk for Vitamin D receptors polymorphisms: Comprehensive meta-analysis of all cancer sites. Critical reviews in oncology/hematology (2020). https://doi.org/10.1016/j.critrevonc.2020.103202

Book chapters and conference proceedings

• K. T. Dame, P. Belloni, U. Moretti, F. Scapini, M. Tuccori, A. R. Brazzale. Exploring Ontology-Based Mining of ADRs. In: E. di Bella, V. Gioia, C. Lagazio, S. Zaccarin (eds). Statistics for Innovation IV. Springer (2025). https://doi.org/10.1007/978-3-031-96033-8_63
• P. Belloni, F. Pizzolato. An Age-Adjusted Disproportionality Measure for Pediatric Pharmacovigilance. In: A. Pollice, P. Mariani (eds). Methodological and Applied Statistics and Demography III. Springer (2025). https://doi.org/10.1007/978-3-031-64431-3_31
• P. Belloni, M. Silan. Prediction of Italians’ Sentiment During the First COVID-19 Lockdown Through a Weighted Random Forest Balanced with SMOTE Algorithm. In: G. Giordano, M. Misuraca (eds). New Frontiers in Textual Data Analysis. Springer (2024). https://doi.org/10.1007/978-3-031-55917-4_18
• P. Belloni, M. Silan, G. Cuman. Fake news spreading and sentiment of Italians during the first COVID-19 lockdown. In: M. Misuraca, G. Scepi, M. Spano (eds). Proceedings of the 16th conference on statistical analysis of textual data. Vadistat Press (2022). https://doi.org/10.13140/RG.2.2.27575.39846
• P. Belloni, G. Boccuzzo, S. Guzzinati, I. Italiano, C. R. Rossi, M. Rugge, M. Zorzi. Staging Cancer Through Text Mining of Pathology Records. In: P. Mariani, M. Zenga (eds). Studies in Classification, Data Analysis, and Knowledge Organization. Springer (2019). https://doi.org/10.1007/978-3-030-51222-4_4

Thesis

• P. Belloni. New approaches on statistical modeling for drug safety data. PhD thesis, University of Padua (2023). https://hdl.handle.net/11577/3478224