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Estimation and variable selection in joint models of survival times and longitudinal data

Antoine Caillebotte , Estelle Kuhn , Sarah Lemler
European Meeting of Statisticians, Bernoulli Society, Jul 2023, Warsaw, Poland
Communication dans un congrès hal-04344473v1
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Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer

Stefania Chounta , Rodrigue S. Allodji , Maria Vakalopoulou , Mahmoud Bentriou , Duyen Thi Do , et al.
Cancers, 2023, 15 (12), ⟨10.3390/cancers15123107⟩
Article dans une revue hal-04191649v1
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Exponential ergodicity for diffusions with jumps driven by a Hawkes process

Charlotte Dion , Sarah Lemler , Eva Löcherbach
Theory of Probability and Mathematical Statistics, 2021, ⟨10.1090/tpms/1129⟩
Article dans une revue hal-02094514v3
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Estimation for counting processes with high-dimensional covariates

Sarah Lemler
Statistics [stat]. Universite d'Evry Val d'Essonne, 2014. English. ⟨NNT : ⟩
Thèse tel-01119228v1

Estimation and variable selection in joint models of survival times and longitudinal data

Antoine Caillebotte , Estelle Kuhn , Sarah Lemler
Colloque Jeunes Probabilistes et Statisticiens, Oct 2023, Saint-Pierre d'Oléron, France
Communication dans un congrès hal-04344489v1
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Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes

Anna Bonnet , Charlotte Dion , François Gindraud , Sarah Lemler
Journal of Neuroscience Methods, 2022, 372, pp.109550. ⟨10.1016/j.jneumeth.2022.109550⟩
Article dans une revue hal-03309709v1

Limit theorems and inequalities via martingales methods

J. -R. Chazottes , Christophe Cuny , J Dedecker , Xiequan Fan , Sarah Lemler
Journées MAS 2012, Aug 2012, Clermont-Ferrand, France. pp.177-196
Communication dans un congrès hal-01433578v1
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Efficient preconditioned stochastic gradient descent for estimation in latent variable models

Charlotte Baey , Maud Delattre , Estelle Kuhn , Jean-Benoist Leger , Sarah Lemler
40th International Conference on Machine Learning, Jul 2023, Honolulu, United States
Communication dans un congrès hal-04131641v1
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Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, a FCCSS Study

Thibaud Charrier , Brice Fresneau , Nadia Haddy , Boris Schwartz , Neige Journy , et al.
RADRES, Oct 2022, Waikoloa, United States
Poster de conférence hal-04488310v1
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Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates

Agathe Guilloux , Sarah Lemler , Marie-Luce Taupin
2015
Pré-publication, Document de travail hal-01171775v2
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Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process

Charlotte Dion , Sarah Lemler
Statistical Inference for Stochastic Processes, 2020, ⟨10.1007/s11203-020-09213-5⟩
Article dans une revue hal-02094627v2
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Estimation and variable selection in a joint model of survival times and longitudinal outcomes with random effects.

Antoine Caillebotte , Estelle Kuhn , Sarah Lemler
2023
Pré-publication, Document de travail hal-04145010v2
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Methods for comparing theoretical models parameterized with field data using biological criteria and Sobol analysis

Léo Lusardi , Eliot André , Irene Castañeda , Sarah Lemler , Pauline Lafitte , et al.
2023
Pré-publication, Document de travail hal-04324767v1

Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, a FCCSS Study

Thibaud Charrier , Nadia Haddy , Boris Schwartz , Neige Journy , Brice Fresneau , et al.
Les Journées de Biostatistiques, Groupe de Recherche « Statistique et Santé »; Société Française de Biométrie; groupe « Biopharmacie & Santé » de la Société Française de Statistique, Nov 2022, Rennes, France
Communication dans un congrès hal-04490033v1

Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates

Agathe Guilloux , Sarah Lemler , Marie-Luce Taupin
Journal of Multivariate Analysis, 2016, 148, pp.141-159. ⟨10.1016/j.jmva.2016.03.002⟩
Article dans une revue hal-01327412v1
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On the nonparametric inference of coefficients of self-exciting jump-diffusion

Chiara Amorino , Charlotte Dion , Arnaud Gloter , Sarah Lemler
Electronic Journal of Statistics , 2022, 16, ⟨10.1214/22-EJS2019⟩
Article dans une revue hal-03021151v3
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Oracle inequalities for the Lasso in the high-dimensional Aalen multiplicative intensity model

Sarah Lemler
2013
Pré-publication, Document de travail hal-00710685v4

The risk of valvular heart disease in the French Childhood Cancer Survivors’ Study: Contribution of dose-volume histogram parameters

Stefania Chounta , Sarah Lemler , Nadia Haddy , Brice Fresneau , Imène Mansouri , et al.
Radiotherapy & Oncology, 2023, 180, ⟨10.1016/j.radonc.2023.109479⟩
Article dans une revue hal-04069277v1

Neural Networks to Predict Survival from RNA-seq Data in Oncology

Mathilde Sautreuil , Sarah Lemler , Paul-Henry P.-H. Cournède
Computational Methods in Systems Biology, pp.122-140, 2021, ⟨10.1007/978-3-030-85633-5_8⟩
Chapitre d'ouvrage hal-03347253v1
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High-dimensional time-varying Aalen and Cox models

Mokhtar Z. Alaya , Sarah Lemler , Agathe Guilloux , Thibault Allart
2018
Pré-publication, Document de travail hal-01798390v1
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Identifying clusters of health risk behaviors and their predictors in adult survivors of childhood cancer: A report from the French Childhood Cancer Survivor Study

Sandrine Pinto , Brice C. Fresneau , Hubert C. Hounsossou , Auŕelie Mayet , Joeffrey Marchi , et al.
Psycho-Oncology, 2020, 29 (10), pp.1595-1603. ⟨10.1002/pon.5470⟩
Article dans une revue hal-02984270v1
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Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates

Agathe Guilloux , Sarah Lemler , Marie-Luce Taupin
Journal of Statistical Planning and Inference, 2015, 171, pp.38-62. ⟨10.1016/j.jspi.2015.11.005⟩
Article dans une revue hal-01120683v2

Comprehensive landscape of immune-checkpoints uncovered in clear cell renal cell carcinoma reveals new and emerging therapeutic targets.

Diana Tronik-Le Roux , Mathilde Sautreuil , Mahmoud Bentriou , Jérôme Verine , Maria Belén Palma , et al.
Cancer Immunology, Immunotherapy, 2020, 69 (7), pp.1237-1252. ⟨10.1007/s00262-020-02530-x⟩
Article dans une revue hal-02879515v1

Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, a FCCSS Study

Thibaud Charrier , Nadia Haddy , Boris Schwartz , Neige Journy , Brice Fresneau , et al.
ISCB, Aug 2023, Milan, Italy
Poster de conférence hal-04489983v1
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Neural networks to predict survival from RNA-seq data in oncology

Mathilde Sautreuil , Sarah Lemler , Paul-Henry P.-H. Cournède
2021
Pré-publication, Document de travail hal-03224492v1
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Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors

Thibaud Charrier , Nadia Haddy , Boris Schwartz , Neige Journy , Brice Fresneau , et al.
JACC: CardioOncology, 2023, 5 (6), pp.792-803. ⟨10.1016/j.jaccao.2023.07.008⟩
Article dans une revue hal-04426758v1