Significant contribution
Supervision and/or significant involvement in development and/or
analysis
Methodological developments, theoretical contributions
- Jérolon A, Alarcon F, Pittion F, Richard M, François O, Birmelé EE*,
Perduca V*. Group lasso based selection for
high-dimensional mediation analysis. Statistics in Medicine, 2026.
*Joint last authorship.
- Cwiling A, Perduca V, Bouaziz O. Pseudo-observations and super
learner for the estimation of the restricted mean survival time.
Lifetime Data Analysis, 2025.
- Cwiling A, Perduca V, Bouaziz O. A
comprehensive framework for evaluating time to event predictions using
the restricted mean survival time. Scandinavian Journal of
Statistics, 2025.
- Mary-Huard T, Perduca V, Martin-Magniette ML,
Blanchard G. Error rate
control for classification rules in multiclass mixture models. The
International Journal of Biostatistics, 2022.
- Jérolon A, Baglietto L, Birmelé E, Alarcon F*, Perduca
V*. Causal
mediation analysis in presence of multiple mediators uncausally
related. The International Journal of Biostatistics, 2021 *Joint
last authorship.
- Omichessan H, Severi G, Perduca V. Computational
tools to detect signatures of mutational processes in DNA from tumours:
A review and empirical comparison of performance. PLOS ONE,
2019.
- Grassi A, Perduca V. Weierstrass
models of elliptic toric \(K3\)
hypersurfaces and symplectic cuts. Adv Theor Math Phys, 2014.
- Perduca V, Nuel G. Measuring the Influence of
Observations in HMMs Through the Kullback–Leibler Distance. IEEE
Signal Processing Letters, 2013.
- Perduca V, Sinoquet C, Mourad R, Nuel G. Alternative
Methods for H1 Simulations in Genome-Wide Association Studies. Human
Heredity, 2012.
- Roy S, Perduca V, Tannen V. Faster query
answering in probabilistic databases using read-once functions. In:
Proceedings of the 14th International Conference on Database Theory. New
York, NY, USA: Association for Computing Machinery, 2011.
- Marchisio M, Perduca V. On some properties of
explicit toric degenerations. Bollettino dell’Unione Matematica
Italiana, 2006.
Applications of advanced statistical methods
- Omichessan H, Dragic D, Perduca V, Truong T,
Polidoro S, Kvaskoff M, et al. Serum
levels of per- and polyfluoroalkylated substances and methylation of DNA
from peripheral blood. Front Public Health, 2025.
- Frénoy P, Ahmed I, Marques C, Ren X, Severi G, Perduca
V*, Mancini FR*. Application of
three statistical approaches to explore effects of dietary intake of
multiple persistent organic pollutants on ER-positive breast cancer risk
in the French E3N cohort. Sci Rep., 2025. *Joint last
authorship.
- Frénoy P, Cano-Sancho G, Antignac JP, Marchand P, Le Bizec B,
Marques C, Ren X, Perduca V, Mancini FR. Associations
between blood levels of persistent organic pollutants and oxidative
stress biomarkers among women in France in the 90’s. Environmental
Research, 2025.
- Tramacere I*, Virgili G*, Perduca V*, Lucenteforte
E, Benedetti MD, Capobussi M, Castellini G, Frau S, Gonzalez-Lorenzo M,
Featherstone R, Filippini G. Adverse
effects of immunotherapies for multiple sclerosis: a network
meta‐analysis. Cochrane Database of Systematic Reviews, 2023. *Joint
first authorship.
- Perduca V, Bouaziz O, Zannis K, Beaussier M,
Untereiner O. Can
machine learning provide preoperative predictions of biological
hemostasis after extracorporeal circulation for cardiac surgery? The
Journal of Thoracic and Cardiovascular Surgery, 2024.
- Jérolon A, Perduca V, Delsedime N, Abbate-Daga G,
Marzola E. Mediation
models of anxiety and depression between temperament and drive for
thinness and body dissatisfaction in anorexia nervosa. Eat Weight
Disord, 2022.
- Frénoy P, Perduca V, Cano-Sancho G, Antignac JP,
Severi G, Mancini FR. Application
of two statistical approaches (Bayesian Kernel Machine Regression and
Principal Component Regression) to assess breast cancer risk in
association to exposure to mixtures of brominated flame retardants and
per- and polyfluorinated alkylated substances in the E3N cohort.
Environmental Health, 2022.
- Omichessan H, Perduca V, Polidoro S, Kvaskoff M,
Truong T, Cano-Sancho G, Antignac JP, Laura Baglietto, Francesca Romana
Mancini, Gianluca Severi. Associations
between plasma levels of brominated flame retardants and methylation of
DNA from peripheral blood: A cross-sectional study in a cohort of French
women. Environmental Research, 2022.
- Fornili M, Perduca V, Fournier A, Jérolon A,
Boutron-Ruault MC, Maskarinec G, Severi G, Baglietto L. Association
between menopausal hormone therapy, mammographic density and breast
cancer risk: results from the E3N cohort study. Breast Cancer
Research, 2021.
- Battram T, Richmond RC, Baglietto L, Haycock PC, Perduca
V, Bojesen SE, Gaunt TR, Hemani G, Guida F, Carreras-Torres R,
Hung R, Amos CI, Freeman JR, Sandanger TM, Nøst TH, Nordestgaard BG,
Teschendorff AE, Polidoro S, Vineis P, Severi G, Hodge AM, Giles GG,
Grankvist K, Johansson MB, Johansson M, Davey Smith G, Relton CL. Appraising
the causal relevance of DNA methylation for risk of lung cancer.
International Journal of Epidemiology, 2019.
- Perduca V, Alexandrov LB, Kelly-Irving M, Delpierre
C, Omichessan H, Little MP, et al. Stem
cell replication, somatic mutations and role of randomness in the
development of cancer. Eur J Epidemiol., 2019.
Applications
- Frénoy P, Cano-Sancho G, Antignac JP, Marchand P, Le Bizec B,
Marques C, Ren X, Perduca V, Mancini FR. Blood
levels of persistent organic pollutants among women in France in the
90’s: Main profiles and individual determinants. Environmental
Research, 2024.
- Grigoroiu M, Paul JF, Brian E, Aegerter P, Boddaert G, Mariolo A,
Jorrot P, Bellahoues M, Seguin-Givelet A, Perduca V. 3D
printing in anatomical lung segmentectomies: A randomized pilot
trial. Heliyon, 2024.
- Chupin A, Perduca V, Meyer A, Bellanger C,
Carbonnel F, Dong C. Systematic
review with meta-analysis: comparative risk of lymphoma with anti-tumour
necrosis factor agents and/or thiopurines in patients with inflammatory
bowel disease. Alimentary Pharmacology & Therapeutics,
2020.
- Dong C, Metzger M, Holsbø E, Perduca V, Carbonnel
F. Systematic
review with meta-analysis: mortality in acute severe ulcerative
colitis. Alimentary Pharmacology & Therapeutics, 2020.
- Perduca V, Omichessan H, Baglietto L, Severi G. Mutational
and epigenetic signatures in cancer tissue linked to environmental
exposures and lifestyle. Current Opinion in Oncology, 2018.
- Porta F, Mussa A, Baldassarre G, Perduca V, Farina
D, Spada M, Ponzone A. Genealogy
of breastfeeding. Eur J Pediatr, 2016.