Automated comparison of last hospital main diagnosis and underlying cause of death ICD10 codes, France, 2008-2009. - Agathe Lamarche-Vadel; Gérard Pavillon; Albertine Aouba; Lars Johansson; Laurence Meyer; Eric Jougla; Grégoire Rey (BMC Medical Informatics Decis. Mak., 2014)

Clinical Information Extraction at the CLEF eHealth Evaluation lab 2016. - Aurélie Névéol; Kevin Bretonnel Cohen; Cyril Grouin; Thierry Hamon; Thomas Lavergne; Liadh Kelly; Lorraine Goeuriot; Grégoire Rey; Aude Robert; Xavier Tannier; Pierre Zweigenbaum (CLEF (Working Notes), 2016)

A Dataset for ICD-10 Coding of Death Certificates: Creation and Usage. - Thomas Lavergne; Aurélie Névéol; Aude Robert; Cyril Grouin; Grégoire Rey; Pierre Zweigenbaum (BioTxtM@COLING 2016, 2016)

CLEF eHealth 2017 Multilingual Information Extraction task Overview: ICD10 Coding of Death Certificates in English and French. - Aurélie Névéol; Aude Robert; Robert Anderson; Kevin Bretonnel Cohen; Cyril Grouin; Thomas Lavergne; Grégoire Rey; Claire Rondet; Pierre Zweigenbaum (CLEF (Working Notes), 2017)

CLEF eHealth 2018 Multilingual Information Extraction Task Overview: ICD10 Coding of Death Certificates in French, Hungarian and Italian. - Aurélie Névéol; Aude Robert; Francesco Grippo; Claire Morgand; Chiara Orsi; Laszlo Pelikan; Lionel Ramadier; Grégoire Rey; Pierre Zweigenbaum (CLEF (Working Notes), 2018)

A New Approach to Compare the Performance of Two Classification Methods of Causes of Death for Timely Surveillance in France. - Yasmine Baghdadi; Alix Bourrée; Aude Robert; Grégoire Rey; Anne Gallay; Pierre Zweigenbaum; Cyril Grouin; Anne Fouillet (MedInfo, 2019)

Study of the Usability of an Automated Coding Software for Causes of Death in an African Context. - Seydou Golo Barro; Grégoire Rey; Pascal Staccini (MedInfo, 2019)

A deep artificial neural network based model for underlying cause of death prediction from death certificates. - Louis Falissard; Claire Morgand; Sylvie Roussel; Claire Imbaud; Walid Ghosn; Karim Bounebache; Grégoire Rey (CoRR, 2019)

Automatic classification of free-text medical causes from death certificates for reactive mortality surveillance in France. - Yasmine Baghdadi; Alix Bourrée; Aude Robert; Grégoire Rey; Anne Gallay; Pierre Zweigenbaum; Cyril Grouin; Anne Fouillet (Int. J. Medical Informatics, 2019)

Neural translation and automated recognition of ICD10 medical entities from natural language. - Louis Falissard; Claire Morgand; Sylvie Roussel; Claire Imbaud; Walid Ghosn; Karim Bounebache; Grégoire Rey (CoRR, 2020)

Learning a binary search with a recurrent neural network. A novel approach to ordinal regression analysis. - Louis Falissard; Karim Bounebache; Grégoire Rey (CoRR, 2021)