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Impact of the interruption of a large heart failure regional disease management program on hospital admission rate: a population-based study

François Alla , Nelly Agrinier , Marc Lavielle , Patrick Rossignol , Damien Gonthier et al.
European Journal of Heart Failure, In press, 20 (6), pp.1066-1068. ⟨10.1002/ejhf.1193⟩
Journal articles hal-01727632v1
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Visual Mining of Epidemic Networks

Stéphan Clémençon , Hector de Arazoza , Fabrice Rossi , Viet Chi Tran
International Work Conference on Artificial Neural Networks, Jun 2011, Torremolinos, Spain. pp.276-283, ⟨10.1007/978-3-642-21498-1_35⟩
Conference papers hal-00603638v2
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Parameter Estimation in Nonlinear Mixed Effect Models Using saemix, an R Implementation of the SAEM Algorithm

Emmanuelle Comets , Audrey Paris Lavenu , Marc Lavielle
Journal of Statistical Software, 2017, 80 (3), pp.i03. ⟨10.18637/jss.v080.i03⟩
Journal articles inserm-01502767v1
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The effect of competition and horizontal trait inheritance on invasion, fixation and polymorphism

Sylvain Billiard , Pierre Collet , Régis Ferrière , Sylvie Méléard , Viet Chi Tran et al.
Journal of Theoretical Biology, 2016, 411, pp.48-58. ⟨10.1016/j.jtbi.2016.10.003⟩
Journal articles hal-01228437v2
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An ensemble model based on early predictors to forecast COVID-19 health care demand in France

Juliette Paireau , Alessio Andronico , Nathanaël El Hoz , Maylis Layan , Pascal Crepey et al.
Proceedings of the National Academy of Sciences of the United States of America, 2022, 119 (18), pp.e2103302119. ⟨10.1073/pnas.2103302119⟩
Journal articles pasteur-03690824v3
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Hierarchical clustering for graph visualization

Stéphan Clémençon , Hector de Arazoza , Fabrice Rossi , Viet Chi Tran
European Symposium on Artificial Neural Networks (ESANN 2011), Apr 2011, Bruges, Belgium. pp.227-232
Conference papers hal-00603639v2
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ICU Bed Availability Monitoring and analysis in the Grand Est region of France during the COVID-19 epidemic

Consortium Icubam , Laurent Bonnasse-Gahot , Maxime Dénès , Gabriel Dulac-Arnold , Sertan Girgin et al.
Statistique et Société, 2022, ⟨10.1101/2020.05.18.20091264⟩
Journal articles hal-02620018v1

Birth Death Swap population in random environment and aggregation with two timescales

Sarah Kaakai , Nicole El Karoui
Preprints, Working Papers, ... hal-02503557v1
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Using hospital data for monitoring the dynamics of COVID 19 in France

Marc Lavielle
Journal of Data Science, Statistics, and Visualisation, 2022
Journal articles hal-03321804v2
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How can a cause-of-death reduction be compensated for in the presence of heterogeneity? A population dynamics approach based on English data by deprivation

Sarah Kaakai , Héloïse Labit-Hardy , Séverine Arnold (-Gaille ) , Nicole El Karoui
Preprints, Working Papers, ... hal-01767543v1
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SAMBA: a Novel Method for Fast Automatic Model Building in Nonlinear Mixed-Effects Models

Mélanie Prague , Marc Lavielle
CPT: Pharmacometrics and Systems Pharmacology, 2022, 11 (2), ⟨10.1002/psp4.12742⟩
Journal articles hal-03410025v1
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Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework

Simon Bussy , Raphaël Veil , Vincent Looten , Anita Burgun , Stéphane Gaiffas et al.
BMC Medical Research Methodology, 2019, 19 (1), pp.50. ⟨10.1186/s12874-019-0673-4⟩
Journal articles hal-02082787v1

Early indicators of intensive care unit bed requirement during the COVID-19 epidemic: A retrospective study in Ile-de-France region, France

Collective Name Covid-19 Aphp-Universities-Inria-Inserm Group
PLoS ONE, 2020
Journal articles hal-03150475v1
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Spatio-temporal mixture process estimation to detect population dynamical changes

Solange Pruilh , Anne-Sophie Jannot , Stéphanie Allassonnière
Artificial Intelligence in Medicine, 2022, 126, pp.102258. ⟨10.1016/j.artmed.2022.102258⟩
Journal articles hal-02933217v3
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Large graph limit for an SIR process in random network with heterogeneous connectivity

Laurent Decreusefond , Jean-Stephane Dhersin , Pascal Moyal , Viet Chi Tran
Annals of Applied Probability, 2012, 22 (2), pp.541-575. ⟨10.1214/11-AAP773⟩
Journal articles hal-00505167v3
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HIV with contact-tracing: a case study in Approximate Bayesian Computation

Michael G B Blum , Viet Chi Tran
Biostatistics, 2010, 11 (4), pp.644-660. ⟨10.1093/biostatistics/kxq022⟩
Journal articles hal-00326632v4
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To quarantine, or not to quarantine: A theoretical framework for disease control via contact tracing

Davin Lunz , Gregory Batt , Jakob Ruess
Journal articles hal-03129879v1
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Inextricable complexity of two centuries of demographic changes: A fascinating modeling challenge

Nicole El Karoui , Kaouther Hajji , Sarah Kaakai
Preprints, Working Papers, ... hal-01745901v1
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ZiMM: a deep learning model for long term adverse events with non-clinical claims data

Anastasiia Kabeshova , Yiyang Yu , Bertrand Lukacs , Emmanuel Bacry , Stéphane Gaïffas et al.
Journal of Biomedical Informatics, 2020, 110, pp.103531. ⟨10.1016/j.jbi.2020.103531⟩
Journal articles hal-02409033v1