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Onglets principaux

CAROLINE BAZZOLI

Maîtresse de conférences (Université Grenoble Alpes)

MESP

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Coordonnées

Bâtiment : CReSI

Bureau : A404

Tél. : 0476143799
Caroline.Bazzoli@univ-grenoble-alpes.fr

Site web :

URL site personnel
  • Random effects models
    • Linear Mixed Models (LMM), Generalized Linear Mixed Models (GLMM).
  • Dimension reduction
    • Principal Component Regression (PCR), PLS regression, Supervised Component-based Generalized Linear Regression (SCGLR).
  • Machine learning, text-mining
  • Design optimisation for linear and nonlinear mixed-effects models
  • Applications
    • Modeling of population pharmacokinetic/pharmacodynamic (PK/PD) experimental data
    • Pharmacology of antiretroviral drugs in HIV patients
    • Genomics and proteomics
    • Predicting judicial decisions

Mots-clés :

  • Random effect models ; reduction dimension ; high dimensional data ; 
  • Data science & AI 
  • Pharmacometrics ; data health ; life trajectories
     
Enseignement

Lecturer in the Data Science Department (formerly STID) at IUT2, Université  Grenoble Alpes

  • 2022 – present: Director of Studies, University Bachelor of Technology (BUT) in Data Science
  • 2012 – 2023: Head of the Professional Bachelor’s Degree in Data Methods and Statistics (MDS), Statistics, Surveys and Marketing (ESSM) track

Teaching activities mainly in the 2nd year of the Data Science Bachelor of Technology (BUT SD) and in the UGA Master’s in Statistics and Data Science (SSD)

  • BUT 2nd year
    • Data Mining 
    • Linear Models (regression on quantitative and qualitative variables) 
    • Introduction to Surveys and Sampling Methods 
  • Master 2 in Statistics and Data Science, Université Grenoble Alpes (UGA)
    • Biostatistics – Survival Analysis

University Diploma (DU) in Medical Devices and Digital Health, Faculty of Pharmacy, Université Grenoble Alpes (E-learning)

  • MOOC: Data Analysis Processes, Introduction to Machine Learning

Former teaching activities

  • Professional Bachelor’s Degree in Data Methods and Statistics (MDS), ESSM track – IUT2
    • Refresher course in Descriptive Statistics, Inferential Statistics, and R software 
    • Multidimensional Data Analysis (PCA, CA, MCA)
    • Data Mining
  • Professional Bachelor’s Degree in Big Data – IUT2
    • Introduction to Text Mining
Curriculum vitae

Caroline Bazzoli

44 years old, 2 children

Assistant professor, 26

Université Grenoble Alpes (UGA)

Academic position


2022 –

Promotion to senior grade

2010 – 2022

Associate Professor

IUT 2, Department of Data Science, UGA

Maternity leave in March 2015.

Maternity leave in October 2011.

2010

Temporary Teaching and Research Assistant

(96h), IUT 2, Department of Data Science, UGA

Education


2006 – 2009

PhD in Biostatistics

Completed under the supervision of France Mentré at Université Paris Diderot, defended on December 9, 2009.

Title: Evaluation and optimization of protocols for nonlinear mixed-effects models: application to the pharmacological modeling of antiretrovirals.

Examining committee: Avner Bar-Hen and Bertrand Diquet.

2005 – 2006

Master's Degree in Public Health and Health Management

Specializing in Therapeutic Evaluation Methods, Université Paris Diderot (Paris VII)

Educational responsibilities


2022 – ...

Dean of studies

University Bachelor of Technology (B.U.T) Data Science

2012 – 2023

Pedagogical coordinator

Professional license program, Statistical Studies, Surveys, and Marketing — IUT2, STID Department, UGA

Local collective responsibilities


2021 – ...

Elected to laboratory board of TIMC, UGA

2020 – ...

Elected to scientific committee of MSTIC cluster, UGA

National collective responsibilities


2025 – 2026

HCERES Expert Reviewer

Participated in the evaluation of a research laboratory

2024 – 2025

HCERES Expert Reviewer

Assessment of higher education programs

2019 – 2022

Member of the National Coordination Group for the development and drafting of the National Program (PN) for the Data Science (SD) specialization of the Bachelor Universitaire de Technologie (BUT) (formerly STID)

2017 – ...

Member of the National Pedagogical Commission (CPN) SD-INFO

Doctoral and scientific supervision


2026 – ...

Co-supervision (50%) of a PhD thesis with J. Gensel (LIG) — Anna Kupenko, funded by the ANR TRAVERSÉES project

2022 – ...

Co-supervision (25%) of a PhD thesis with J. Geai (TIMC) and Prof. J-L Bosson (TIMC) — Valentin Paran, funded by a medical research project

2020 – ...

Co-supervision of 5 Master 2 internships, 2 Master 1 internships in Data Science, and 2 internships for 2nd-year DUT STID students

Scientific responsibilities


2025 – ...

WP Leader (Statistical Methodology), TRAVERSÉES (ANR-25-CE38-0917)

2025 – ...

Co-Lead, MIAI Chair on Legal AI Tools, MIAI Institute, Grenoble

2023

Co-Organiser of the first Medical Workshop (WAM): Data & Health @Grenoble, UGA, Grenoble

2022 – ...

Co-Organiser of Seminars on Machine Learning in Health, TIMC laboratory

2020 – ...

Co-Head of 3 industrial research contracts with the structure MAIMOSINE

2020 – ...

Co-Head of 3 MIAI projects in data science and a CHUGA project with a clinician

Publications
Informations complémentaires

Projets

​​​​​​Ongoing Research Projects

  • MIAI Chair – AI-LegalTools (C. Bazzoli & G. Vial, 2025–2029)
       Artificial Intelligence techniques and the transformation of legal professions

 

  • ANR TRAVERSEE (PI: M. Villanova, Associate Professor, LIG, 2026–2030)
       Life Trajectories: Enrichment, Semantic Querying, and Statistical Exploration
    • WP5: Statistical Exploration of TVS — co-led with Arnaud Bringé (INED)

      This work package develops and adapts statistical methods to model semantic life trajectories, spanning sequence analysis, biographical analysis, and the integration of rich contextual data. It delivers validated R/Python libraries, tested on both real and simulated data, and provides dedicated visualization tools to present the findings clearly.

  • EUROPEAN UNION'S HORIZON EUROPE YEAH !  (2025-2030)
    • WP7 : Case studies evaluating YEAH! intervention in specific subgroups (from 2027)

      One of the objectives of WP7 is to evaluate the YEAH! intervention among elite young athletes, with recruitment, targeted communication, and effectiveness analysis carried out in collaboration with local sites. An instance of the SAlTo (Semantic Life Trajectories) model will be built for this population to collect and analyse data on each participant's socio-environmental context. 

      A postdoctoral position will be opened shortly to lead this work, with a start date planned for January 2027.

  • PEPR IMOCEP (PIs: A. Leclerc-Samson, Full Professor, LJK & J. Stirnemann, 2024–2029)
       Innovations in growth modeling: from the cell to pediatric development
    • WP5: Maternal–fetal pharmacokinetics and pharmacodynamics for fetal therapy (from 2027)

Past Research Projects

  • MIAI Project MULTIVITAMINES (C. Bazzoli & J. Gensel, 2022–2023)
       Unsupervised classification of life trajectories
  • MIAI Project (E. Vergès, M. Coavoux & C. Bazzoli, 2021–2022)
       Artificial Intelligence and judicial decisions: explaining algorithmic predictions to analyze judges’ reasoning
  •  MIAI Project (E. Vergès, M. Coavoux & C. Bazzoli, 2020–2021)
       Comparison of the performance of different techniques for analyzing judicial decisions, with the aim of understanding and anticipating judges’ reasoning
  • AGIR PEPS Project (C. Bazzoli, 2015–2018)
       Variable compression on high-dimensional genetic data (CODIM)
  • Idex UGA – Social and Cultural Outreach Program (2016– )
       Grenoble’s computing heritage: educational promotion and scientific dissemination (ACONIT)
  • IdEx CDP Project (2017–2019)
       Towards a Grenoble Institute for the Brain and for Normal and Pathological Cognition (Neurocog)
  • LabEx Persyval, Interdisciplinary PEPS Project (2014–2015)
       Modeling and statistical analysis of experimental data in the fields of speech and cognition (Phon&Stat)
  • Development of PFIM software (Population Fisher Information Matrix)

European project YEAH ! projet

European project  Yeah !

ANR TRAVERSEES

ANR project TRAVERSEES

Chaire AI LEGALTOOLS

CHAIRE MIAI CLuster IA LEGALTOOLS

Publié le 26 août 2026

Mis à jour le 15 septembre 2026