I am a maître de conférences (assistant professor) at Université Paris Cité, where I am a member of the applied mathematics laboratory MAP5. I am also an associated researcher in the Exposome and Heredity team of the INSERM Center for Epidemiology and Population Health (CESP).
Research
I am interested in developing and/or applying new statistical methods to analyze interesting medical and epidemiological data. My recent research interests include:
- Machine learning methods for survival data
- Causal mediation analysis
- Signatures of mutational processes in cancer genomes
- Statistical analysis of high dimensional omics data
- Pairwise and network meta-analyses
Supervision
- PhD students
- Statrting October 2022: Pauline Frenoy, “Étude des liens entre l’exposition aux mélanges de substances chimiques et le risque de cancer du sein, et investigation de leurs mécanismes de cancérogenèse à travers l’inflammation et le stress oxydatif”. Joint supervision together with Francesca Romana Mancini
- Starting October 2021: Ariane Cwiling, “Machine learning for survival data prediction”. Joint supervision together with Olivier Bouaziz
- 2017-2020: Allan Jérolon, “Analyse causale de médiation multiple et applications”. Joint supervision with Flora Alarcon and Etienne Birmelé
- 2016-2019: Hanane Omichessan, “Applications of genomic and epigenomic signatures to identify markers of exogeneous exposures and elucidate their potential role in cancer aetiology”. Joint supervision with Gianluca Severi
- Master students
- 2021: A. Cwiling, “Machine Learning for Survival Data Prediction”, together with O. Bouaziz
- 2017: A. Jérolon, “Causal mediation analysis”, together with F. Alarcon
- 2015-2016: three internships co-supervised together with F. Alarcon around statistical methods for genome wide association studies and causal mediation analysis
Service and responsabilities
- Since 2019: associate editor of Frontiers in Public Health - Exposome and environmental health section
- 2020-2023: co-responsible of the Master Mathématiques et applications - parcours Ingénierie mathématiques et biostatistique, Université de Paris
Background
- Since 2021: associated researcher, CESP, INSERM
- Since 2014: assistant professor, Université Paris Cité (formerly Université Paris Descartes until 2019 and Université de Paris from 2019 to 2022)
- 2012-2014: statistical officer with Eurostat, the Statistical Office of the European Union (European commission)
- 2011-2012: postdoctoral researcher, MAP5 laboratory, Université Paris Descartes
- 2010-2011: master “Interdisciplinary Approaches to Life Sciences”, CRI-Université Paris Descartes
- 2009-2010: postdoctoral researcher, Department of Computer and Information Science, University of Pennsylvania
- 2006-2009: visiting graduate student, Department of Mathematics, University of Pennsylvania
- 2004-2009: PhD student, Department of Mathematics, Università di Torino
Contact
Vittorio Perduca
Laboratoire MAP5
Université Paris Cité
45 rue des Saints-Pères
75270 Paris cedex 06
France
Phone: 01 76 53 03 54
name dot last name at u-paris.fr
https://github.com/vittorioperduca
