Etienne Dantan Maître de Conférences en Biostatistique à l'Université de Nantes depuis 2011.

Identifiants chercheurs

IdHAL :

etienne-dantan

ORCID :

0000-0001-7137-5051

IdRef :

139602739

Présentation

My research concerns the development and the use of statistical approaches to study the health state evolution of patients suffering from chronic diseases. It concerns three main themes: i) modeling the natural history of chronic diseases, ii) development on predictive tools and iii) proposing patient-centered approaches for medical decision making. Essentially motivated by clinical research questions in Health, my researches focus on methodological issues from real-life settings.

Publications

Article dans une revue (34)

Restricted mean survival time in cluster randomized trials with a small number of clusters: Improving variance estimation of the intervention effect from the pseudo-values regression Floriane Le Vilain-Abraham,Solène Desmée,Jennifer Thompson,Jean-Claude Lacherade,Elsa Tavernieret al. Statistical Methods in Medical Research, 2026, pp.9622802251406581. ⟨10.1177/09622802251406581⟩ Article dans une revue hal-05455580v1
WCN26-8163 Impact of renin-angiotensin system inhibitors discontinuation in advanced chronic kidney disease: a target trial emulation Bénédicte Sautenet,Valentin Maisons,Margaux Costes-Albrespic,Sophie Liabeuf,Solène Lavilleet al. Kidney International Reports, 2026, 11 (4), pp.104274. ⟨10.1016/j.ekir.2026.104274⟩ Article dans une revue hal-05568907v1
A Noise‐Tolerant Inference Procedure for Quasi‐Monte Carlo Likelihood Estimation of a Joint Model for Multiple Longitudinal Markers and Competing Risks Lucas Chabeau,Pierre Rinder,Solène Desmée,Magali Giral,Etienne Dantan Statistics in Medicine, 2025, 44 (23-24), pp.e70298. ⟨10.1002/sim.70298⟩ Article dans une revue hal-05325029v1
Predicting EQ-5D-3L utility values from clinical data in a prospective cohort of kidney transplant recipients V. Bonnemains,Y. Foucher,P. Tessier,C. David,M. Giralet al. European Journal of Health Economics, 2025, 26 (4), ⟨10.1007/s10198-025-01802-6⟩ Article dans une revue hal-05108176v1
Identification of Donor–recipient Interactions for a Relative Appraisal of Kidney Graft Marginality: A French Multicentric Cohort-based Study Corentin Choisy,Yohann Foucher,Christophe Masset,Mehdi Maanaoui,Rémi Lenainet al. Transplantation, 2025, ⟨10.1097/tp.0000000000005464⟩ Article dans une revue hal-05212536v1
Long-term survival of traumatic brain injury and intra-cerebral haemorrhage patients: A multicentric observational cohort Etienne Dantan,Yohann Foucher,Jeanne Simon-Pimmel,Maxime Léger,M. Campfortet al. Journal of Critical Care, 2024, 83, pp.154843. ⟨10.1016/j.jcrc.2024.154843⟩ Article dans une revue hal-04638779v1
Restricted mean survival time to estimate an intervention effect in a cluster randomized trial Floriane Le Vilain-Abraham,Elsa Tavernier,Etienne Dantan,Solène Desmée,Agnès Caille Statistical Methods in Medical Research, 2023, 32 (10), pp.2016-2032. ⟨10.1177/09622802231192960⟩ Article dans une revue hal-04352979v1
The role of antibody responses against glycans in bioprosthetic heart valve calcification and deterioration Thomas Sénage,Anu Paul,Thierry Le Tourneau,Imen Fellah-Hebia,Marta Vadoriet al. Nature Medicine, 2022, Online ahead of print. ⟨10.1038/s41591-022-01682-w⟩ Article dans une revue inserm-03580771v1
Renal function decline and heart failure hospitalisation in patients with type 2 diabetes: Dynamic predictions from the prospective SURDIAGENE cohort Etienne Dantan,Maxime Pailler,Stéphanie Ragot,Elise Gand,Jean-Noël Trochuet al. Diabetes Research and Clinical Practice, 2022, 194, pp.110152. ⟨10.1016/j.diabres.2022.110152⟩ Article dans une revue hal-03904439v1
Covariates adjustment questioned conclusions of predictive analyses: an illustration with the Kidney Donor Risk Index Etienne Dantan,F Le Borgne,Magali Giral,Angelina Dion,Anne-Hélène Querardet al. Journal of Clinical Epidemiology, 2021, 135, pp.103-114. ⟨10.1016/j.jclinepi.2021.02.007⟩ Article dans une revue hal-03237474v1
External Validation of the DynPG for Kidney Transplant Recipients Rémi Lenain,Etienne Dantan,Magali Giral,Yohann Foucher,Özgür Asaret al. Transplantation, 2021, 105 (2), pp.396-403. ⟨10.1097/TP.0000000000003209⟩ Article dans une revue inserm-02548875v1
Methodological quality of multivariate prognostic models for intracranial haemorrhages in intensive care units: a systematic review Jeanne Simon-Pimmel,Yohann Foucher,Maxime Léger,Fanny Feuillet,Laëtitia Bodet-Contentinet al. BMJ Open, 2021, 11 (9), pp.e047279. ⟨10.1136/bmjopen-2020-047279⟩ Article dans une revue hal-03352415v1
Dynamic predictions of kidney graft survival in the presence of longitudinal outliers Özgür Asar,Marie-Cécile Fournier,Etienne Dantan Statistical Methods in Medical Research, 2020, pp.096228022094535. ⟨10.1177/0962280220945352⟩ Article dans une revue inserm-03137366v1
Dynamic predictions of long-term kidney graft failure: an information tool promoting patient-centred care. Marie-Cécile Fournier,Yohann Foucher,Paul Blanche,Christophe Legendre,Sophie Girerdet al. Nephrology Dialysis Transplantation, 2019, 34 (11), pp.1961-1969. ⟨10.1093/ndt/gfz027⟩ Article dans une revue hal-02880213v1
Comparison of graft and patient survival according to the transplantation centre policy for 1-year screening biopsy among stable kidney recipients: a propensity score-based study Grégoire Couvrat-Desvergnes,Yohann Foucher,F Le Borgne,Angelina Dion,Georges Mouradet al. Nephrology Dialysis Transplantation, 2019, 34 (4), pp.703-711. ⟨10.1093/ndt/gfy221⟩ Article dans une revue inserm-02157631v1
Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA) Marine Lorent,Haïfa Maalmi,Philippe Tessier,Stéphane Supiot,Etienne Dantanet al. BMC Medical Informatics and Decision Making, 2019, 19 (1), pp.2. ⟨10.1186/s12911-018-0727-2⟩ Article dans une revue inserm-02306977v1
The 1-year Renal Biopsy Index: a scoring system to drive biopsy indication at 1-year post-kidney transplantation Magali Giral,Karine Renaudin,Maarten Naesens,Redmer Luning,Dany Anglicheauet al. Transplant International, 2019, Epub ahead of print. ⟨10.1111/tri.13290⟩ Article dans une revue inserm-02157688v1
Patient-Centered Simulations to Assess the Usefulness of the 70-Gene Signature for Adjuvant Chemotherapy Administration in Early-Stage Breast Cancer Emmanuel Caruana,Yohann Foucher,Philippe Tessier,Jean-Sébastien Frenel,Jean-Marc Classeet al. Breast Cancer Research and Treatment, 2019, 174 (2), pp.537-542. ⟨10.1007/s10549-018-05107-6⟩ Article dans une revue hal-03158776v1
Propensity score-based comparison of the graft failure risk between kidney transplant recipients of standard and expanded criteria donor grafts: Toward increasing the pool of marginal donors Anne-Hélène Quérard,F Le Borgne,Angélina Dion,Magali Giral,Georges Mouradet al. American Journal of Transplantation, 2018, 18 (5), pp.1151-1157. ⟨10.1111/ajt.14651⟩ Article dans une revue hal-01881151v1
Inverse probability weighting to control confounding in an illness-death model for interval-censored data Florence Gillaizeau,Thomas Sénage,Florent Le Borgne,Thierry Le Tourneau,Jean-Christian Rousselet al. Statistics in Medicine, 2018, Equipe I, 37 (8), pp.1245-1258. ⟨10.1002/sim.7550⟩ Article dans une revue hal-01833316v1
A Mini-Review of Quality of Life as an Outcome in Prostate Cancer Trials: Patient-Centered Approaches Are Needed to Propose Appropriate Treatments on Behalf of Patients Yohann Foucher,Marine Lorent,Philippe Tessier,Stéphane Supiot,Véronique Sébilleet al. Health and Quality of Life Outcomes, 2018, 16 (1), pp.40. ⟨10.1186/s12955-018-0870-6⟩ Article dans une revue hal-03158611v1
An R(2) -curve for evaluating the accuracy of dynamic predictions. Marie-Cecile Fournier,Etienne Dantan,Paul Blanche Statistics in Medicine, 2018, 37 (7), pp.1125-1133. ⟨10.1002/sim.7571⟩ Article dans une revue inserm-01885569v1
A joint model for longitudinal and time-to-event data to better assess the specific role of donor and recipient factors on long-term kidney transplantation outcomes Marie-Cécile Fournier,Yohann Foucher,Paul Blanche,Fanny Buron,Magali Giralet al. European Journal of Epidemiology, 2016, 31 (5), pp.469-479. ⟨10.1007/s10654-016-0121-2⟩ Article dans une revue hal-01443463v1
Comparison of survival outcomes between Expanded Criteria Donor and Standard Criteria Donor kidney transplant recipients: a systematic review and meta-analysis Anne-Hélène Querard,Yohann Foucher,Christophe Combescure,Etienne Dantan,David Larmetet al. Transplant International, 2016, 29 (4), pp.403-415. ⟨10.1111/tri.12736⟩ Article dans une revue inserm-02153196v1
Optimal threshold estimator of a prognostic marker by maximizing a time-dependent expected utility function for a patient-centered stratified medicine Etienne Dantan,Yohann Foucher,Marine Lorent,Magali Giral,Philippe Tessier Statistical Methods in Medical Research, 2016, 27 (6), pp.1847-1859. ⟨10.1177/0962280216671161⟩ Article dans une revue inserm-02149057v1
Rasch-Family Models Are More Valuable than Score-Based Approaches for Analysing Longitudinal Patient-Reported Outcomes with Missing Data Élodie De Bock,Jean-Benoit Hardouin,Myriam Blanchin,Tanguy Le Neel,Gildas Kubiset al. Statistical Methods in Medical Research, 2016, 25 (5), pp.2067-2087. ⟨10.1177/0962280213515570⟩ Article dans une revue hal-03157727v1
A multistate additive relative survival semi-Markov model Florence Gillaizeau,Etienne Dantan,Magali Giral,Yohann Foucher Statistical Methods in Medical Research, 2015, 26 (4), pp.1700-1711. ⟨10.1177/0962280215586456⟩ Article dans une revue inserm-02149620v1
Each additional hour of cold ischemia time significantly increases the risk of graft failure and mortality following renal transplantation Agnes Debout,Yohann Foucher,Katy Trebern-Launay,Christophe Legendre,Henri Kreiset al. Kidney International, 2015, 87 (2), pp.343-349. ⟨10.1038/ki.2014.304⟩ Article dans une revue inserm-02147789v1
The spectrum of renal involvement in patients with inflammatory myopathies G. Couvrat-Desvergnes,A. Masseau,O. Benveniste,A. Bruel,B. Hervieret al. Medicine (Baltimore), 2014, 93 (1), pp.33-41. ⟨10.1097/MD.0000000000000015⟩ Article dans une revue hal-01859438v1
An original approach was used to better evaluate the capacity of a prognostic marker using published survival curves Etienne Dantan,Christophe Combescure,Marine Lorent,Joanna Ashton-Chess,Pascal Daguinet al. Journal of Clinical Epidemiology, 2014, 67 (4), pp.441-448. ⟨10.1016/j.jclinepi.2013.10.022⟩ Article dans une revue inserm-02163160v1
Multi-state analysis of kidney transplant recipients outcome: a semi-Markov model for studying the role of pre-transplant sensitization against Angiotensin II Type 1 receptor Florence Gillaizeau,Magali Giral,Etienne Dantan,Duska Dragun,Jean-Paul Soulillouet al. Journal de la Société Française de Statistique, 2014, 155 (1), pp.117-133 Article dans une revue inserm-04769439v1
Early Steroid Withdrawal Compared With Steroid Avoidance Correlates With Graft Failure Among Kidney Transplant Recipients With an History of Diabetes D. Cantarovich,B. Hodemon-Corne,K. Trébern-Launay,M. Giral,Y. Foucheret al. Transplantation Proceedings, 2013, 45 (4), pp.1497-1502. ⟨10.1016/j.transproceed.2012.10.055⟩ Article dans une revue inserm-02165669v1
Joint model with latent state for longitudinal and multistate data E. Dantan,P. Joly,J.-F. Dartigues,H. Jacqmin-Gadda Biostatistics, 2011, 12 (4), pp.723-736. ⟨10.1093/biostatistics/kxr003⟩ Article dans une revue hal-03237515v1
Pattern Mixture Models and Latent Class Models for the Analysis of Multivariate Longitudinal Data with Informative Dropouts Etienne Dantan,Cécile Proust-Lima,Luc Letenneur,Helene Jacqmin-Gadda The international journal of biostatistics, 2008, 4 (1), ⟨10.2202/1557-4679.1088⟩ Article dans une revue hal-03237519v1

Thèse (1)

Modèles conjoints pour données longitudinales et données de survie incomplètes appliqués à l'étude du vieillissement cognitif Etienne Dantan Santé publique et épidémiologie. 2009-12-08, 2009. Français. ⟨NNT : ⟩ Thèse tel-03248321v1

HDR (1)

Évolution de pathologies chroniques : Modélisation et médecine de précision centrée sur le patient Etienne Dantan Statistiques [stat]. Université de Nantes, 2019 HDR tel-03248520v1