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.Jougla E, Papoz L, Balkau B, Maguin P, Hatton F. Death certificate coding practices related to diabetes in European countries--the “EURODIAB Subarea C” Study. Int J Epidemiol [Internet]. 1992 Apr [cited 2012 Jun 27];21(2):343–5Available from: http://www.ncbi.nlm.nih.gov/pubmed/1428491
1.Jougla E, Hatton F, Le Toullec A, Michel E. [Trends in mortality characteristics in Aids in France 1983-1990]. Rev Epidemiol Sante Publique [Internet]. 1992 [cited 2012 Jun 27];40(3):164–74. Available from: http://www.ncbi.nlm.nih.gov/pubmed/1439058
1.Mackenbach JP, Bouvier-Colle MH, Jougla E. “Avoidable” mortality and health services: a review of aggregate data studies. J Epidemiol Community Health [Internet]. 1990 Jun [cited 2012 Jun 27];44(2):106–1Available from: http://www.ncbi.nlm.nih.gov/pubmed/2196328
1.Jougla E, Goldberg M, Hatton F, Klein N, Letoullec A. [Relationship between the development of the health status and the activity of the health care system in developed countries]. Rev Epidemiol Sante Publique [Internet]. 1988 [cited 2012 Jun 27];36(6):464–84. Available from: http://www.ncbi.nlm.nih.gov/pubmed/3068725
1.Bouvier-Colle MH, Inizan J, Hugny B, Michel E, Hatton F. [Sudden infant death in France during the winter of 1986]. Arch Fr Pediatr [Internet]. 1988 Jan [cited 2012 Jun 27];45(1):21–6. Available from: http://www.ncbi.nlm.nih.gov/pubmed/3365100
1.Flahault A, Messiah A, Jougla E, Bouvet E, Perin J, Hatton F. Sudden infant death syndrome and diphtheria/tetanus toxoid/pertussis/poliomyelitis immunisation. Lancet [Internet]. 1988 Mar 12 [cited 2012 Jun 27];1(8585):582–3. Available from: http://www.ncbi.nlm.nih.gov/pubmed/2894508
Lewden C, May T, Rosenthal E, Burty C, Bonnet F, Costagliola D, et al. Changes in causes of death among adults infected by HIV between 2000 and 2005: The “Mortalité 2000 and 2005” surveys (ANRS EN19 and Mortavic). J Acquir Immune Defic Syndr. 2008 Aug 15;48(5):590–8.
1.Fouillet A, Rey G, Wagner V, Laaidi K, Empereur-Bissonnet P, Le Tertre A, et al. Has the impact of heat waves on mortality changed in France since the European heat wave of summer 2003? A study of the 2006 heat wave. Int J Epidemiol. 2008 Apr;37(2):309–17.
Kared H, Lelièvre JD, Donkova-Petrini V, Aouba A, Melica G, Balbo M, et al. HIV-specific regulatory T cells are associated with higher CD4 cell counts in primary infection. AIDS. 2008 Nov 30;22(18):2451–60.
1.Marcellin P, Pequignot F, Delarocque-Astagneau E, Zarski JP, Ganne N, Hillon P, et al. Mortality related to chronic hepatitis B and chronic hepatitis C in France: evidence for the role of HIV coinfection and alcohol consumption. J Hepatol. 2008 Feb;48(2):200–7.
1.Ziadé N, Jougla E, Coste J. Population-level influence of rheumatoid arthritis on mortality and recent trends: a multiple cause-of-death analysis in France, 1970-2002. J Rheumatol. 2008 Oct;35(10):1950–7.
Romon I, Jougla E, Balkau B, Fagot-Campagna A. The burden of diabetes-related mortality in France in 2002: an analysis using both underlying and multiple causes of death. Eur J Epidemiol. 2008;23(5):327–34.
1.Jougla E, Rossollin F, Niyonsenga A, Chappert JL, Johansson LA, Pavillon G. Quality and comparability improvement of European causes of death statistics. 2001 Jul.
1.Pavillon G, Jougla E. The French automated coding system Styx. In: Proceedings of the International Collaborative Effort on Automating Mortality Statistics. Bethesda, Maryland, USA; 200p. 50–1.
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.