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
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.
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;
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.
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.
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.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.
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.
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.
1.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.
1.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.
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.de Saint Maurice G, Aouba A, Pequignot F, Auroy Y, Benhamou D, Jougla E, et al. Anesthesia-related mortality. Anesthesiology. 2009 Nov;111(5):1165; author reply 1166.