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;
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.
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
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
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
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
Jougla E, Papoz L, Balkau B, Simon D, Vauzelle-Kervroedan F, Hatton F. [Analysis of diabetes-related mortality in France (1970-1987) from multiple causes of death]. Diabete Metab [Internet]. 1991 Jun [cited 2012 Jun 27];17(3):337–45. Available from: http://www.ncbi.nlm.nih.gov/pubmed/1884877
Bouvier-Colle MH, Varnoux N, Costes P, Hatton F. Reasons for the underreporting of maternal mortality in France, as indicated by a survey of all deaths among women of childbearing age. Int J Epidemiol [Internet]. 1991 Sep [cited 2012 Jun 27];20(3):717–2Available from: http://www.ncbi.nlm.nih.gov/pubmed/1955257
Larroque B, Bouvier-Colle MH, Hatton F. [Space-time clustering of sudden infant death in France from 1981 to 1986]. Rev Epidemiol Sante Publique [Internet]. 1991 [cited 2012 Jun 27];39(1):45–54. Available from: http://www.ncbi.nlm.nih.gov/pubmed/2031096
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.
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.
Rey G, Jougla E. Are alcohol-attributable mortality estimates reliable? Eur J Public Health. 2014 Feb;24(1):3–4.
Lamarche-Vadel A, Pavillon G, Aouba A, Johansson LA, Meyer L, Jougla E, et al. Automated comparison of last hospital main diagnosis and underlying cause of death ICD10 codes, France, 2008-2009. BMC Med Inform Decis Mak. 2014;14:44.
Morlat P, Roussillon C, Henard S, Salmon D, Bonnet F, Cacoub P, et al. Causes of death among HIV-infected patients in France in 2010 (national survey): trends since 2000. AIDS. 2014 May 15;28(8):1181–91.
Viallon V, Banerjee O, Jougla E, Rey G, Coste J. Empirical comparison study of approximate methods for structure selection in binary graphical models. Biom J. 2014 Mar;56(2):307–31.
Vuillermoz C, Aouba A, Grout L, Vandentorren S, Tassin F, Vazifeh L, et al. Estimating the number of homeless deaths in France, 2008-2010. BMC Public Health. 2014;14:690.
Thomas G, Mancini J, Jourde-Chiche N, Sarlon G, Amoura Z, Harlé JR, et al. Mortality Associated With Systemic Lupus Erythematosus in France Assessed by Multiple-Cause-of-Death Analysis. Arthritis & Rheumatology [Internet]. 2014 Sep 1 [cited 2014 Oct 2];66(9):2503–1Available from: http://onlinelibrary.wiley.com.gate2.inist.fr/doi/10.1002/art.38731/abstract
Saucedo M, Bouvier-Colle MH, Chantry AA, Lamarche-Vadel A, Rey G, Deneux-Tharaux C. Pitfalls of national routine death statistics for maternal mortality study. Paediatr Perinat Epidemiol. 2014 Nov;28(6):479–88.
Lefeuvre D, Pavillon G, Aouba A, Lamarche-Vadel A, Fouillet A, Jougla E, et al. Quality comparison of electronic versus paper death certificates in France, 2010. Popul Health Metr. 2014;12(1):3.
Romon I, Rey G, Mandereau-Bruno L, Weill A, Jougla E, Eschwège E, et al. The excess mortality related to cardiovascular diseases and cancer among adults pharmacologically treated for diabetes--the 2001-2006 ENTRED cohort. Diabet Med. 2014 Aug;31(8):946–53.
Westerling R, Westin M, McKee M, Hoffmann R, Plug I, Rey G, et al. The timing of introduction of pharmaceutical innovations in seven European countries. J Eval Clin Pract. 2014 Aug;20(4):301–10.
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.
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;
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
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.
Vuillermoz C, Aouba A, Grout L, Vandentorren S, Tassin F, Moreno-Betancur M, et al. Mortality among homeless people in France, 2008-10. Eur J Public Health. 2016 Jun 21;
Piffaretti C, Moreno-Betancur M, Lamarche-Vadel A, Rey G. Quantifying cause-related mortality by weighting multiple causes of death. Bull World Health Organ. 2016 Dec 1;94(12):870–9.