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, 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
1.Fouillet A, Rey G, Jougla E, Frayssinet P, Bessemoulin P, Hémon D. A predictive model relating daily fluctuations in summer temperatures and mortality rates. BMC Public Health. 2007;7:114.
Lavallée PC, Labreuche J, Spieler JF, Jougla E, Amarenco P. Stroke and vascular mortality trends in France: 1979-200Neuroepidemiology. 2007;29(1–2):78–82.
1.Rey G, Jougla E, Fouillet A, Pavillon G, Bessemoulin P, Frayssinet P, et al. The impact of major heat waves on all-cause and cause-specific mortality in France from 1971 to 2003. Int Arch Occup Environ Health. 2007 Jul;80(7):615–26.
1.Lavergne T, Névéol A, Robert A, Grouin C, Rey G, Zweigenbaum P. A Dataset for ICD-10 Coding of Death Certificates: Creation and Usage. In 2016.
1.Chiche L, Jourde-Chiche N, Bader-Meunier B, Retornaz F, Malaekah S, Eb M, et al. Acute pancreatitis as a cause of mortality in pediatric systemic lupus erythematosus: Results of a multiple cause-of-death analysis in France. Semin Arthritis Rheum. 2016 Mar 16;
1.Rey G. Analyse de la mortalité post-hospitalière à partir des données qui composeront le SNDS : Infrastructure sur les données de santé pour la recherche. Séminaire méthodolique ANRS; 2016 décembre; Paris.
1.Ghosn W, Rican S, Rey G. Analyse multiniveaux d’un évènement rare de santé. Etude de faisabilité, application à la mortalité par cause en population générale. 2016 May 23; Séminaire INED-SMS “Analyse multiniveau.”
1.Ghosn W, Rican S, Rey G. Analyse multiniveaux d’un évènement rare de santé. Etude de faisabilité, application à la mortalité par cause en population générale. 2016 May 19; Groupe utilisateurs EDP.
1.Robert A, Névéol A, Grouin C, Lavergne T, Rey G, Rondet C, et al. Automatic coding of death certificates at CLEF eHealth 2016. WHO - Family of international classifications network annual meeting; 2016 Oct 8; Tokyo, Japan.
1.Rey G. Causes médicales de décès : Mode de production - Injection dans le SNDS, Analyse. Atelier méthodologique Cnamts; 2016 juin; Paris.
Rey G, Bounebache K, Rondet C. Causes of deaths data, linkages and big data perspectives. Journal of Forensic and Legal Medicine [Internet]. 2016 Dec 29 [cited 2017 Sep 28]; Available from: http://www.sciencedirect.com/science/article/pii/S1752928X16301652
1.Robert A. CLEF eHEALTH 2016 : Extraction des causes de décès à partir du texte issu des certificats électroniques de décès. Séminaire scientifique du CESP; 2016 Apr 10; Villejuif.
1.Névéol A, Grouin C, Cohen KB, Hamon T, Lavergne T, Kelly L, et al. Clinical information extraction at the CLEF eHealth Evaluation lab 2016. In 2016.