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.
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.
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.
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.
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.
Bonnet F, Burty C, Lewden C, Costagliola D, May T, Bouteloup V, et al. Changes in cancer mortality among HIV-infected patients: the Mortalité 2005 Survey. Clin Infect Dis. 2009 Mar 1;48(5):633–9.
Fuhrman C, Jougla E, Uhry Z, Delmas MC. Deaths with asthma in France, 2000-2005: a multiple-cause analysis. J Asthma. 2009 May;46(4):402–6.
Alpérovitch A, Bertrand M, Jougla E, Vidal JS, Ducimetière P, Helmer C, et al. Do we really know the cause of death of the very old? Comparison between official mortality statistics and cohort study classification. Eur J Epidemiol. 2009;24(11):669–75.
Rey G, Jougla E, Fouillet A, Hémon D. Ecological association between a deprivation index and mortality in France over the period 1997 - 2001: variations with spatial scale, degree of urbanicity, age, gender and cause of death. BMC Public Health. 2009;9:33.
Salmon-Ceron D, Rosenthal E, Lewden C, Bouteloup V, May T, Burty C, et al. Emerging role of hepatocellular carcinoma among liver-related causes of deaths in HIV-infected patients: The French national Mortalité 2005 study. J Hepatol. 2009 Apr;50(4):736–45.
Rey G, Fouillet A, Bessemoulin P, Frayssinet P, Dufour A, Jougla E, et al. Heat exposure and socio-economic vulnerability as synergistic factors in heat-wave-related mortality. Eur J Epidemiol. 2009;24(9):495–502.
Lanoy E, Lewden C, Lièvre L, Tattevin P, Boileau J, Aouba A, et al. How does loss to follow-up influence cohort findings on HIV infection? A joint analysis of the French hospital database on HIV, Mortalité 2000 survey and death certificates. HIV Med. 2009 Apr;10(4):236–45.
de Saint Maurice G, Pequignot F, Auroy Y, Aouba A, Benhamou D, Jougla E, et al. Patient blood management and transfusion. Anesthesiology. 2009 Aug;111(2):444–5; author reply 445-446.
Ziadé N, Jougla E, Coste J. Using vital statistics to estimate the population-level impact of osteoporotic fractures on mortality based on death certificates, with an application to France (2000-2004). BMC Public Health. 2009;9:344.
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.