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Etienne Dantan

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

Domaines de recherche

Statistiques [stat] Santé publique et épidémiologie

Publications

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

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-Noel Trochu
Diabetes Research and Clinical Practice, 2022, 194, pp.110152. ⟨10.1016/j.diabres.2022.110152⟩
Article dans une revue hal-03904439v1
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The role of antibody responses against glycans in bioprosthetic heart valve calcification and deterioration

Thomas Senage , Anu Paul , Thierry Le Tourneau , Imen Fellah-Hebia , Marta Vadori
Nature Medicine, 2022, Online ahead of print. ⟨10.1038/s41591-022-01682-w⟩
Article dans une revue inserm-03580771v1
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External Validation of the DynPG for Kidney Transplant Recipients

Rémi Lenain , Etienne Dantan , Magali Giral , Yohann Foucher , Özgür Asar
Transplantation, 2021, 105 (2), pp.396-403. ⟨10.1097/TP.0000000000003209⟩
Article dans une revue inserm-02548875v1
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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 , Laetitia Bodet-Contentin
BMJ Open, 2021, 11 (9), pp.e047279. ⟨10.1136/bmjopen-2020-047279⟩
Article dans une revue hal-03352415v1
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Covariates adjustment questioned conclusions of predictive analyses: an illustration with the Kidney Donor Risk Index

Etienne Dantan , Florent Le Borgne , Magali Giral , Angelina Dion , Anne-Hélène Querard
Journal of Clinical Epidemiology, 2021, 135, pp.103-114. ⟨10.1016/j.jclinepi.2021.02.007⟩
Article dans une revue hal-03237474v1
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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
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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 , Florent Le Borgne , Angelina Dion , Georges Mourad
Nephrology Dialysis Transplantation, 2019, 34 (4), pp.703-711. ⟨10.1093/ndt/gfy221⟩
Article dans une revue inserm-02157631v1
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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 Girerd
Nephrology Dialysis Transplantation, 2019, 34 (11), pp.1961-1969. ⟨10.1093/ndt/gfz027⟩
Article dans une revue hal-02880213v1
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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 Dantan
BMC Medical Informatics and Decision Making, 2019, 19 (1), pp.2. ⟨10.1186/s12911-018-0727-2⟩
Article dans une revue inserm-02306977v1
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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 Anglicheau
Transplant International, 2019, Epub ahead of print. ⟨10.1111/tri.13290⟩
Article dans une revue inserm-02157688v1
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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 Classe
Breast Cancer Research and Treatment, 2019, 174 (2), pp.537-542. ⟨10.1007/s10549-018-05107-6⟩
Article dans une revue hal-03158776v1

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 Roussel
Statistics in Medicine, 2018, Equipe I, 37 (8), pp.1245-1258. ⟨10.1002/sim.7550⟩
Article dans une revue hal-01833316v1
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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

A. H Querard , F Le Borgne , A Dion , Magali Giral , Georges Mourad
American Journal of Transplantation, 2018, 18 (5), pp.1151-1157. ⟨10.1111/ajt.14651⟩
Article dans une revue hal-01881151v1
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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 Sébille
Health and Quality of Life Outcomes, 2018, 16 (1), pp.40. ⟨10.1186/s12955-018-0870-6⟩
Article dans une revue hal-03158611v1
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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
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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 Larmet
Transplant International, 2016, 29 (4), pp.403-415. ⟨10.1111/tri.12736⟩
Article dans une revue inserm-02153196v1
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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 Kubis
Statistical Methods in Medical Research, 2016, 25 (5), pp.2067-2087. ⟨10.1177/0962280213515570⟩
Article dans une revue hal-03157727v1
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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
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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 Giral
European Journal of Epidemiology, 2016, 31 (5), pp.469-479. ⟨10.1007/s10654-016-0121-2⟩
Article dans une revue hal-01443463v1
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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 Kreis
Kidney International, 2015, 87 (2), pp.343-349. ⟨10.1038/ki.2014.304⟩
Article dans une revue inserm-02147789v1

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
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The spectrum of renal involvement in patients with inflammatory myopathies

G. Couvrat-Desvergnes , A. Masseau , O. Benveniste , A. Bruel , B. Hervier
Medicine (Baltimore), 2014, 93 (1), pp.33-41. ⟨10.1097/MD.0000000000000015⟩
Article dans une revue hal-01859438v1
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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 Daguin
Journal of Clinical Epidemiology, 2014, 67 (4), pp.441-448. ⟨10.1016/j.jclinepi.2013.10.022⟩
Article dans une revue inserm-02163160v1
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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. Foucher
Transplantation Proceedings, 2013, 45 (4), pp.1497-1502. ⟨10.1016/j.transproceed.2012.10.055⟩
Article dans une revue inserm-02165669v1
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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
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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