Pre prints

1. Mapelli, A., Carini, L., Ieva, F., Sommariva, S. (2025)
   A neighbour selection approach for identifying differential networks in conditional functional graphical models
   Submitted   [Arxiv]

2. Fontana, N., Ieva, F., Zuccolo, L, Di Angelantonio, E., Secchi, P. (2025)
   Unraveling time-varying causal effects of multiple exposures: integrating Functional Data Analysis with Multivariable Mendelian Randomization
   Submitted   [Arxiv]

3. Torri, V., Barbieri, E., Cantarutti,  A., Giaquinto, C., Ieva, F. (2024)
   Automatic identification of diagnosis from hospital discharge letters via weakly-supervised Natural Language Processing
   Submitted  [Arxiv]

4. De Sanctis, M.F., Arnone, E., Ieva, F., Sangalli, L.M. (2025)
   Modeling group heterogeneity in spatio-temporal data via physics-informed semiparametric regression .
   Submitted  [ArXiv]

5. Giorcelli, A., Rigamonti, V., Rocchi, M., Ieva, F., Torri, V., Cavinato, L., Morris, S.K., Cotugno, N., Palma, P., Nordeng, H., Trinh, N., Donà, D., Giaquinto, C., Di Chiara, C., Cantarutti, A. (2025)
   Dynamics of Influenza Vaccination and Respiratory Virus Infections in Children: A Multistate Model Approach.

Submitted

6. De Sanctis, G.E., Sharapov, S., Bolognini, D., Ieva, F., Soranzo, N., Di Angelantonio, E., Giambartolomei, C., Pirastu, N. (2025)
   SAFE-LD: A novel method for the estimation of linkage disequilibrium from summary statistics
   Submitted  [BioArXiv]

7. Greco, M., Milan, G., Ieva, F., Secchi, P. (2025)
   The Social Growth Index: Measuring Socioeconomic Resilience at the Municipal Level in Italy
   Submitted

8. Torri, V., Boonstra, M.J., van de Veerdonk, M., Kalkman, D., Uijl, A., Ieva, F., Abu-Hanna, A., Asselbergs, F.W., Calixto, I. (2025)
   Interpretable phenotyping of Heart Failure patients with Dutch discharge letters
   Submitted   [ArXiv]

9. Caldera, L., Cavinato, L., Cirone, A., Carna, I., Garbarino, S., Lodi, R., Tagliavini, F., Nigri, A., De Francesco, S., Cappozzo, A., Piana, M., Ieva, F. (2025)
   DISARM++: Beyond scanner-free harmonization
   Sumbitted   [ArXiv] 

10. De Sanctis, M.F., Gilardi, A., Milan, G., Sangalli, L.M., Ieva, F., Secchi, P. (2025)
    Three Distributional approaches for PM10 assessment in Norhtern Italy
    Submitted   [ArXiv]

11. Gandin, I., Vergani, A., Massi, M.C., Paldino, A., Setti, M., Perotto, M., Merlo, M., Sinagra, G., Barbati, G., Di Angelantonio, E., Ieva, F., Dal Ferro, M.. (2025)
    Risk for life-threatening events in carriers of predicted deleterious rare variants in non-hypertrophic cardiomyopathy genes
    Submitted

12. Torri, V., Bottelli, A, Ercolanoni, M., Leoni, O., Ieva, F. (2025)
    NLP-based assessment of prescription appropriateness from Italian referrals.
    Submitted   [ArXiv]

13. Ometto, S., Chatteriee, S., Vergani, A.M., Landini, A., Sharapov, S., Giacopuzzi, E., Visconti, A.,  Bianchi, E.,  Santonastaso, F.,  Soda, E.M., Cisternino, F.,  Ieva, F.,  Di Angelantonio, E.,  Pirastu, N., Glastonbury, C.A., (2025)
    Unsupervised cardiac MRI phenotyping with 3D diffusion autoencoders reveals novel genetic insights
    Submitted   [MedArxiv]

14. Fontana, N., Pivato, C.A., Stefanini, G., Giambartolomei, C., Zuccolo, L., McGuire, D., Marx, N., Secchi, P., Sattar, N., Condorelli, G., DiAngelantonio, E., Ieva, F. (2025)
    Effect of metformin on kidney outcomes: a target trial emulation study
    Submitted

15. Pivato, C.A., Fontana, N., Gramss, L., Di Angelantonio, E., Ieva, F., Godino, C., Nakase, M., Hug, K., Rheude, T., Munoz-Garcia, A.J., Jimenez Diaz, V.A., Mylotte, D., Barbanti, M., Anzuini, A., Quadri, G., Lopez-Otero, D., Garot, P, Brouwer, J., Reimers, B., Regazzoli, D., Testa, L., Sanz Sanchez, J., Condorelli, G., Tomii, D., Chieffo, A., Joner, M., Sardella, G., Cerrato, E., Nombela-Franco, L., Pilgrim, T., Stefanini, G. (2025)
    Complete Versus Incomplete Coronary Revascularization in Patients Undergoing PCI After TAVI
    Submitted.

16. Ammirabile, A., Cavinato, L., Ferro, C.A.P., Fiz, F., Savino, M.S., Russolillo, N., Balbo Mussetto, A., Ragaini, E.M., Lanza, E., Akpinar, R., Procopio, F., Francone, M., Terracciano, L.M., Gallo, T., De Rosa, G., Ferrero, A., Di Tommaso, L., Ieva, F., Torzilli, G., Viganò, L. (2024)
    CT-Radiomics and Pathological Tumor Response to Systemic Therapy: A Predictive Analysis for Colorectal Liver Metastases. Development and Internal Validation of a Clinical-Radiomic Model
    Submitted

17. Gregorio, C., Barbati G., Scagnetto, A., Di Lenarda, A., Ieva, F. (2023)
    How much of the past matters? Using dynamic survival models for the monitoring of potassium in heart failure patients using electronic health records.
    Submitted   [ArXiv]

18. Gregorio, C., Baj, G., Barbati, G., Ieva, F. (2023)
    Dynamic treatment effect phenotyping through functional survival analysis.
    Submitted  [ArXiv]

19. Masci, C., Spreafico, M., Ieva, F. (2023)
    Joint modelling of recurrent and terminal events with discretely-distributed non-parametric frailty: application on re-hospitalizations and death in heart failure patients.
    Submitted   [Arxiv]

20. Fontana, N., Savaré, L., Rea, F., Di Angeloantonio, E., Ieva, F. (2023)
    Long-term adherence to polytherapy in heart failure patients: a novel approach emphasising the importance of secondary prevention
    Submitted   [Arxiv] 

21. Tarabelloni, N., Ieva, F. (2016)
    On data Robustification in Functional Data Analysis.
    [MOX report]