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
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
Benhamou D, Lienhart A, Auroy Y, Péquignot F, Jougla E. Accidents by ABO incompatibility and other main complications related to blood transfusion in surgical patients: data from the French national survey on anaesthesia-related deaths. Transfus Clin Biol. 2005 Nov;12(5):389–90.
Lewden C, Salmon D, Morlat P, Bévilacqua S, Jougla E, Bonnet F, et al. Causes of death among human immunodeficiency virus (HIV)-infected adults in the era of potent antiretroviral therapy: emerging role of hepatitis and cancers, persistent role of AIDS. Int J Epidemiol. 2005 Feb;34(1):121–30.
Salmon-Ceron D, Lewden C, Morlat P, Bévilacqua S, Jougla E, Bonnet F, et al. Liver disease as a major cause of death among HIV infected patients: role of hepatitis C and B viruses and alcohol. J Hepatol. 2005 Jun;42(6):799–805.
Bonnet F, Lewden C, May T, Heripret L, Jougla E, Bevilacqua S, et al. Opportunistic infections as causes of death in HIV-infected patients in the HAART era in France. Scand J Infect Dis. 2005;37(6–7):482–7.
Carbonneil C, Donkova-Petrini V, Aouba A, Weiss L. Defective dendritic cell function in HIV-infected patients receiving effective highly active antiretroviral therapy: neutralization of IL-10 production and depletion of CD4+CD25+ T cells restore high levels of HIV-specific CD4+ T cell responses induced by dendritic cells generated in the presence of IFN-alpha. J Immunol. 2004 Jun 15;172(12):7832–40.
Bouvier AM, Remontet L, Jougla E, Launoy G, Grosclaude P, Buémi A, et al. Incidence of gastrointestinal cancers in France. Gastroenterol Clin Biol. 2004 Oct;28(10 Pt 1):877–81.
Peng J, Ménégoz F, Lesec’h JM, Remontet L, Grosclaude P, Buémi A, et al. [Larynx cancer in France: descriptive epidemiology and incidence estimation]. Bull Cancer. 2004 Apr;91(4):363–8.
Bonnet F, Lewden C, May T, Heripret L, Jougla E, Bevilacqua S, et al. Malignancy-related causes of death in human immunodeficiency virus-infected patients in the era of highly active antiretroviral therapy. Cancer. 2004 Jul 15;101(2):317–24.
Lienhart A, Auroy Y, Péquignot F, Benhamou D, Warszawski J, Bovet M, et al. [Preliminary results from the SFAR-iNSERM inquiry on anaesthesia-related deaths in France: mortality rates have fallen ten-fold over the past two decades]. Bull Acad Natl Med. 2004;188(8):1429–37; discussion 1437-1441.
Jougla E, Rican S, Péquignot F, Le Toullec A. [Socio-economic differences in mortality]. Rev Prat. 2004 Dec 31;54(20):2228–32.
Jougla E, Ducimetière P, Bouvier-Colle MH, Hatton F. [Relation between the level of the development of the care system and the level of “preventable” mortality according to department in France]. Rev Epidemiol Sante Publique [Internet]. 1987 [cited 2012 Jun 27];35(5):365–77. Available from: http://www.ncbi.nlm.nih.gov/pubmed/3432706
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.
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;
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.
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.