Paola Stolfi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Machine Learning Methods

Chronic Disease

Top Venues

Publications

Paola Stolfi, Davide Vergni, Filippo Castiglione
An agent-based multi-level model to study the spread of gonorrhea in different and interacting risk groups. Frontiers Appl. Math. Stat. 9 (2023)
Paola Stolfi, Andrea Mastropietro, Giuseppe Pasculli, Paolo Tieri, Davide Vergni
NIAPU: network-informed adaptive positive-unlabeled learning for disease gene identification. Bioinform. 39 (2) (2023)
Pratuat Amatya, Paola Stolfi, Flavio Lombardi, Paolo Tieri
DruSiLa: an integrated, in-silico disease similarity-based approach for drug repurposing. BIBM (2022)
Paola Stolfi, Davide Vergni, Rik Oldenkamp, Constance Schultsz, Emiliano Mancini, Filippo Castiglione
An agent-based multi-level model to study the spread of antimicrobial-resistant gonorrhoea. BIBM (2022)
Enrico Mastrostefano, Paola Stolfi, Filippo Castiglione
A data-driven model for the generation of Virtual Cohorts. BIBM (2021)
Paola Stolfi, Filippo Castiglione
Emulating complex simulations by machine learning methods. BMC Bioinform. (14) (2021)
Paola Stolfi, Filippo Castiglione
A functional data analysis approach to assess the prognostic value of SARS-CoV-2 infections surrogate data. BIBM (2021)
Paola Stolfi, Andrea Mastropietro, Giuseppe Pasculli, Paolo Tieri, Davide Vergni
Adaptive Positive-Unlabelled Learning via Markov Diffusion. CoRR (2021)
Paola Stolfi, Filippo Castiglione
Emulation of dynamic multi-output simulator of risk of type-2 diabetes. BIBM (2020)
Paola Stolfi, Ilaria Valentini, Maria Concetta Palumbo, Paolo Tieri, Andrea Grignolio, Filippo Castiglione
Potential predictors of type-2 diabetes risk: machine learning, synthetic data and wearable health devices. BMC Bioinform. (17) (2020)
Paola Stolfi, Ilaria Valentini, Maria Concetta Palumbo, Paolo Tieri, Andrea Grignolio, Filippo Castiglione
Potential predictors of type-2 diabetes risk: machine learning, synthetic data and wearable health devices. BIBM (2019)