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Caroline Bazzoli

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Publications

Partial least square based approaches for high-dimensional linear mixed models

Caroline Bazzoli , Sophie Lambert-Lacroix , Marie-José Martinez
Statistical Methods and Applications, 2023, 32, pp.769-786. ⟨10.1007/s10260-023-00685-2⟩
Journal articles hal-03971003v1
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Daunorubicin and Its Active Metabolite Pharmacokinetic Profiles in Acute Myeloid Leukaemia Patients: A Pharmacokinetic Ancillary Study of the BIG-1 Trial

Guillaume Drevin , Marie Briet , Caroline Bazzoli , Emmanuel Gyan , Aline Schmidt
Pharmaceutics, 2022, 14 (4), pp.792. ⟨10.3390/pharmaceutics14040792⟩
Journal articles hal-03822470v1
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Classification based on extensions of LS-PLS using logistic regression: application to clinical and multiple genomic data

Caroline Bazzoli , Sophie Lambert-Lacroix
BMC Bioinformatics, 2018, 19 (1), ⟨10.1186/s12859-018-2311-2⟩
Journal articles hal-01405101v3
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L'alternance et les licences professionnelles du département STID de Grenoble

Caroline Bazzoli , Marlène Villanova , Frédérique Letué
Statistique et Enseignement, 2017, Statitistique et Enseignement, 8 (1), pp.73-87
Journal articles hal-01475962v1
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Methods and software tools for design evaluation in population pharmacokinetics-pharmacodynamics

Joakim Nyberg , Caroline Bazzoli , Kayode Ogungbenro , Alexander Aliev , Sergei Leonov
British Journal of Clinical Pharmacology, 2015, Special Issue: Population Dynamics, 79 (1), pp.6-17. ⟨10.1111/bcp.12352⟩
Journal articles hal-00951896v1
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Methods and software tools for design evaluation for population pharmacokinetics-pharmacodynamics studies.

Joakim Nyberg , Caroline Bazzoli , Kay Ogungbenro , Alexander Aliev , Sergei Leonov
British Journal of Clinical Pharmacology, 2015, 79 (1), pp.6-17. ⟨10.1111/bcp.12352⟩
Journal articles inserm-00978789v1
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Modelling finger force produced from different tasks using linear mixed models with lme R function

Caroline Bazzoli , Frédérique Letué , Marie-José Martinez
Case Studies in Business, Industry and Government Statistics, 2015, 6 (1), pp.16-36
Journal articles hal-00998910v1
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La pharmacométrie

Caroline Bazzoli , Julie Bertrand , Emmanuelle Comets
Techniques de l'Ingénieur, 2014, base documentaire : TIB386DUO (ref. article : pha1010), 56 p
Journal articles hal-00932097v1

Pharmacokinetics of fondaparinux 1.5 mg once daily in a real-world cohort of patients with renal impairment undergoing major orthopaedic surgery

Xavier Delavenne , Paul Zufferey , Philippe Nguyen , Nadia Rosencher , Charles-Marc Samama
European Journal of Clinical Pharmacology, 2012, 68 (10), pp.1403-1410. ⟨10.1007/s00228-012-1263-0⟩
Journal articles hal-00851193v1
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Design evaluation and optimisation in crossover pharmacokinetic studies analysed by nonlinear mixed effects models

Thu Thuy Nguyen , Caroline Bazzoli , France Mentré
Statistics in Medicine, 2012, 31 (11-12), pp.1043-1058. ⟨10.1002/sim.4390⟩
Journal articles inserm-00629594v1
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Design evaluation and optimization for models of hepatitis C viral dynamics

Jérémie Guedj , Caroline Bazzoli , Avidan U. Neumann , France Mentré
Statistics in Medicine, 2011, 30 (10), pp.1045-56. ⟨10.1002/sim.4191⟩
Journal articles inserm-00615142v1

Pharmacokinetic design optimization in children and estimation of maturation parameters: example of cytochrome P450 3A4

Marion Bouillon-Pichault , Vincent Jullien , Caroline Bazzoli , Gérard Pons , Michel Tod
Journal of Pharmacokinetics and Pharmacodynamics, 2011, 38 (1), pp.25 - 40. ⟨10.1007/s10928-010-9173-1⟩
Journal articles hal-01895982v1
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Joint population pharmacokinetic analysis of zidovudine, lamivudine, and their active intracellular metabolites in HIV patients

Caroline Bazzoli , Henri Bénech , Elisabeth Rey , Sylvie Retout , Dominique Salmon
Antimicrobial Agents and Chemotherapy, 2011, 55 (7), pp.3423-3431. ⟨10.1128/AAC.01487-10⟩
Journal articles inserm-00617423v1
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Intracellular Pharmacokinetics of Antiretroviral Drugs in HIV-Infected Patients, and their Correlation with Drug Action

Caroline Bazzoli , Vincent Jullien , Clotilde Le Tiec , Elisabeth Rey , France Mentré
Clinical Pharmacokinetics, 2010, 49 (1), pp.17-45. ⟨10.2165/11318110-000000000-00000⟩
Journal articles inserm-00461125v1
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Design evaluation and optimisation in multiple response nonlinear mixed effect models: PFIM 3.0

Caroline Bazzoli , Sylvie Retout , France Mentré
Computer Methods and Programs in Biomedicine, 2010, 98 (1), pp.55-65. ⟨10.1016/j.cmpb.2009.09.012⟩
Journal articles inserm-00431457v1
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Design Optimization in Nonlinear Mixed Effects Models Using Cost Functions: Application to a Joint Model of Infliximab and Methotrexate Pharmacokinetics

Sylvie Retout , Emmanuelle Comets , Caroline Bazzoli , France Mentré
Communications in Statistics - Theory and Methods, 2009, 8, pp.3351-3368. ⟨10.1080/03610920902833511⟩
Journal articles inserm-00424247v1
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Fisher information matrix for nonlinear mixed effects multiple response models: evaluation of the appropriateness of the first order linearization using a pharmacokinetic/pharmacodynamic model.

Caroline Bazzoli , Sylvie Retout , France Mentré
Statistics in Medicine, 2009, 28 (14), pp.1940-56. ⟨10.1002/sim.3573⟩
Journal articles inserm-00371363v1
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Pretrained Language Models v. Court Ruling Predictions

Olivia Vaudaux , Caroline Bazzoli , Maximin Coavoux , Géraldine Vial , Étienne Vergès
Natural Legal Language Processing Workshop 2023, Dec 2023, Singapore, Singapore. pp.38-43, ⟨10.18653/v1/2023.nllp-1.5⟩
Conference papers hal-04337720v1

Approche par compétences en statistique dans l’enseignement supérieur

Chloé Friguet , Yann Mercier , Charlaine Gardan , Caroline Bazzoli , Cédric Frambourg
Colloque Francophone International sur l’Enseignement de la Statistique, Société Francaise de la Statistique, Nov 2022, Rennes - Université Rennes 2, France
Conference papers hal-04050878v1

Une étude de cas en biomécanique avec la fonction lme de R pour modéliser des structures complexes d'effets aléatoires et de matrice de variance-covariance des erreurs

Caroline Bazzoli , Frédérique Letué , Marie-José Martinez
Quatrièmes Rencontres R, Jun 2015, Grenoble, France
Conference papers hal-01469397v1

Modelling finger force produced from different tasks using linear mixed models with the lme R function

Caroline Bazzoli , Frédérique Letué , Marie-José Martinez
ERCIM 2014 - 7th International Conference of the ERCIM Working Group on Computational and Methodological Statistics, Dec 2014, Pise, Italy
Conference papers hal-01126631v1
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Evaluation et optimisation des protocoles de prélèvements dans les études pharmacocinétiques en crossover analysées par des modèles non linéaires à effets mixtes

Thu Thuy Nguyen , Caroline Bazzoli , France Mentré
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494705v1
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Incorporation de fonction de coéts pour l'optimisation de protocoles dans les modéles non linéaires é effets mixtes : application é la pharmacocinétique de la zidovudine et de son métabolite actif

Caroline Bazzoli , Emanuelle Comets , Sylvie Retout , France Mentré
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494751v1

Machine learning at TIMC

Caroline Bazzoli , Céline Fouard
Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, 38000 Grenoble, France. 2023
Reports hal-04537948v1

Étude du plan d’échantillonnage de l’étude de caractérisation pour l'association CYCLAMED

Caroline Bazzoli , Franck Corset
Université Grenoble Alpes. 2022
Reports hal-04569152v1