CAPITOLI GIULIA

Role
Assistant Professor  
Academic disciplines
Medical Statistics (MEDS-24/A)
Scientific-Disciplinary Group:
MEDICAL STATISTICS, HYGIENE, PUBLIC HEALTH, NURSING AND MIDWIFERY (06/MEDS-24)

Publications

  • Monza, N., Porto, N., Coelho, V., L’Imperio, V., Papetti, D., Di Nicoli, F., et al. (2025). Enhancing proteomics characterization of thyroid nodules: a pixel-classifier for mass spectrometry imaging analyses. Intervento presentato a: 12th MS J-day, Scuola Normale di Pisa, Pisa, Italia. Detail

  • Capitoli, G., Magnaghi, S., D'Amicis, A., Di Martino, C., Piga, I., L'Imperio, V., et al. (2025). Machine Learning Ensemble Algorithms for Classification of Thyroid Nodules Through Proteomics: Extending the Method of Shapley Values from Binary to Multi-Class Tasks. STATS, 8(3) [10.3390/stats8030064]. Detail

  • Cazzaniga, G., Capitoli, G., Barretta, R., Smith, A., Vischini, G., Papalia, G., et al. (2025). Machine Learning for Monoclonal Gammopathies of Renal Significance Risk Stratification Using Clinical and Pathology Data. KIDNEY INTERNATIONAL REPORTS, 10(8), 2680-2689 [10.1016/j.ekir.2025.05.007]. Detail

  • Risca, G., Galimberti, S., Rebora, P., Cattoni, A., Valsecchi, M., Capitoli, G. (2025). Archimedean Copulas: A Useful Approach in Biomedical Data—A Review with an Application in Pediatrics. STATS, 8(3) [10.3390/stats8030069]. Detail

  • Risca, G., Pelucchi, S., Mariani, R., Botti, M., Capitoli, G., Di Gennaro, F., et al. (2025). Transferrin Saturation and Serum Ferritin Are Main Predictors of Liver Iron Content in Subjects With Hyperferritinemia. CLINICAL GASTROENTEROLOGY AND HEPATOLOGY [10.1016/j.cgh.2025.02.033]. Detail

Research projects

AI-Guided Image Recognition and Multiomic Integration for Thyroid Cancer Diagnosis - I° annualità
Year: 2025
Grantors: FONDAZIONE AIRC
Precision Medicine for Thyroid Cancer: a Molecular Pathology workflow powered by Artificial Intelligence
Year: 2023
Call: FAQC 2023 - seconda finestra
Grantors: Università degli Studi di MILANO-BICOCCA

Awards

Research and teaching assignments

  • Ricercatore universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2024 - 2026
  • Attivita' di insegnamento - Università degli Studi di MILANO-BICOCCA, 2020 - 2021
  • Ricercatore universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2023 - 2024