1.Falissard L, Morgand C, Roussel S, Imbaud C, Ghosn W, Bounebache K, et al. A Deep Artificial Neural Network-Based Model for Prediction of Underlying Cause of Death From Death Certificates: Algorithm Development and Validation. JMIR Med Inform. 2020 Apr 28;8(4):e17125.
Falissard L, Morgand C, Roussel S, Imbaud C, Ghosn W, Bounebache K, et al. A deep artificial neural network based model for underlying cause of death from death certificates: Algorithm Development and Validation. J Med Internet Res. 2020;
1.Laanani M, Imbaud C, Tuppin P, Poulalhon C, Jollant F, Coste J, et al. Contacts with Health Services During the Year Prior to Suicide Death and Prevalent Conditions A Nationwide Study. J Affect Disord. 2020 Sep 1;274:174–82.
1.de Visme S, Chalumeau M, Levieux K, Patural H, Harrewijn I, Briand-Huchet E, et al. National Variations in Recent Trends of Sudden Unexpected Infant Death Rate in Western Europe. J Pediatr. 2020 Jun 23;
Falissard L, Morgand C, Roussel S, Imbaud C, Ghosn W, Bounebache K, et al. Neural translation and automated recognition of ICD10 medical entities from natural language. 2020 Mar 27 [cited 2020 Aug 27]; Available from: https://arxiv.org/abs/2004.13839v2
1.Baghdadi Y, Bourrée A, Robert A, Rey G, Gallay A, Zweigenbaum P, et al. A New Approach to Compare the Performance of Two Classification Methods of Causes of Death for Timely Surveillance in France. Stud Health Technol Inform. 2019 Aug 21;264:925–9.
1.Latouche A, Andersen PK, Rey G, Moreno-Betancur M. A Note on the Measurement of Socioeconomic Inequalities in Life Years Lost by Cause of Death. Epidemiology. 2019 Jun 11;
1.Baghdadi Y, Bourrée A, Robert A, Rey G, Gallay A, Zweigenbaum P, et al. Automatic classification of free-text medical causes from death certificates for reactive mortality surveillance in France. Int J Med Inform. 2019;131:103915.
1.Robert A, Baghdadi Y, Zweigenbaum P, Morgand C, Grouin C, Lavergne T, et al. Développement et application de méthodes de traitement automatique des langues sur les causes médicales de décès pour la santé publique. Bull Epidémiol Hebd. 2019;5:603–9.
1.Gigonzac V, Khireddine-Medouni I, Chan-Chee C, Rey G, Chérié-Challine L. Étude de faisabilité de la mise en place d’un système de surveillance des suicides basé sur les données des instituts médico-légaux. Bull Epidémiol Hebd. 2019;3–4:63–4.
1.Fouillet A, Pigeon D, Carton I, Robert A, Pontais I, Caserio-Schönemann C, et al. Évolution de la certification électronique des décès en France de 2011 à 2018. Bull Epidémiol Hebd. 2019;29–30.
1.Boulat T, Ghosn W, Morgand C, Falissard L, Roussel S, Rey G. Principales évolutions de la mortalité par cause sur la période 2000-2016 en France métropolitaine / Main trends in cause-specific mortality in Mainland France between 2000 and 2016. Bull Epidémiol Hebd [Internet]. 2019;29–30. Available from: http://beh.santepubliquefrance.fr/beh/2019/29-30/2019_29-30_1.html
1.Droitcourt C, Nowak E, Rault C, Happe A, Le Nautout B, Kerbrat S, et al. Risk of suicide attempt associated with isotretinoin: a nationwide cohort and nested case-time-control study. Int J Epidemiol. 2019 01;48(5):1623–35.
1.Barro SG, Rey G, Staccin P. Study of the Usability of an Automated Coding Software for Causes of Death in an African Context. Stud Health Technol Inform. 2019 Aug 21;264:1978–9.
1.Balkau B, Jougla E, Papoz L. European study of the certification and coding of causes of death of six clinical case histories of diabetic patients. EURODIAB Subarea C Study Group. Int J Epidemiol [Internet]. 1993 Feb [cited 2012 Jun 27];22(1):116–26. Available from: http://www.ncbi.nlm.nih.gov/pubmed/8449631
1.Hatton F, Facy F, Jougla E. [Mortality and morbidity of drug addiction increases in France]. Rev Epidemiol Sante Publique [Internet]. 1993 [cited 2012 Jun 27];41(5):422–5. Available from: http://www.ncbi.nlm.nih.gov/pubmed/8284483
1.Kernéis S, Boëlle PY, Grais RF, Pavillon G, Jougla E, Flahault A, et al. Mortality trends in systemic sclerosis in France and USA, 1980-1998: an age-period-cohort analysis. Eur J Epidemiol. 2010;25(1):55–61.
1.Ziadé N, Jougla E, Coste J. Population-level impact of osteoporotic fractures on mortality and trends over time: a nationwide analysis of vital statistics for France, 1968-2004. Am J Epidemiol. 2010 Oct 15;172(8):942–51.
Goldberg S, Rey G, Luce D, Gilg Soit Ilg A, Rolland P, Brochard P, et al. Possible effect of environmental exposure to asbestos on geographical variation in mesothelioma rates. Occup Environ Med. 2010 Jun;67(6):417–21.
1.Tukenova M, Guibout C, Oberlin O, Doyon F, Mousannif A, Haddy N, et al. Role of cancer treatment in long-term overall and cardiovascular mortality after childhood cancer. J Clin Oncol. 2010 Mar 10;28(8):1308–15.
Launay E, Gras-Le Guen C, Martinot A, Assathiany R, Blanchais T, Mourdi N, et al. Suboptimal care in the initial management of children who died from severe bacterial infection: a population-based confidential inquiry. Pediatr Crit Care Med. 2010 Jul;11(4):469–74.
Béjot Y, Aouba A, de Peretti C, Grimaud O, Aboa-Eboulé C, Chin F, et al. Time trends in hospital-referred stroke and transient ischemic attack: results of a 7-year nationwide survey in France. Cerebrovasc Dis. 2010;30(4):346–54.
1.Ikram UZ, Mackenbach JP, Harding S, Rey G, Bhopal RS, Regidor E, et al. All-cause and cause-specific mortality of different migrant populations in Europe. Eur J Epidemiol. 2015 Sep 11;
1.Rey G. Analyse de la mortalité avec pondération des causes multiples de décès. 2015 fév; Séminaire INED, Paris.
1.Ikram UZ, Malmusi D, Juel K, Rey G, Kunst AE. Association between Integration Policies and Immigrants’ Mortality: An Explorative Study across Three European Countries. PLoS ONE. 2015;10(6):e0129916.
1.Laanani M, Ghosn W, Jougla E, Rey G. Association entre taux de chômage et suicide, par sexe et classe d’âge, en France métropolitaine, 2000-2010. Bul Epidemiol Hebd. 2015 Jan;1–2:2–6.
1.Moreno-Betancur M, Rey G, Latouche A. Direct likelihood inference and sensitivity analysis for competing risks regression with missing causes of failure. Biometrics. 2015 Jun;71(2):498–507.
1.Rey G. Evaluation de la qualité des soins à l’aide de données de mortalité. 2015 juin; Lausanne.
1.Rey G. Exploitation des bases de donnés médico-administratives. 2015 Sep 10; Comité d’Interface Inserm - Médecine générale.
1.Lamarche-Vadel A, Ngantcha M, Le Pogam MA, Ghosn W, Grenier C, Meyer L, et al. Hospital comparisons based on mortality: revisiting the choice of postadmission timeframe and evaluating the contribution of cause-of-death data, France, 2009. Med Care. 2015 Aug;53(8):736–42.