Addressing Risk Assessment for Patient Safety in Hospitals through Information Extraction in Medical Reports. - Denys Proux; Frédérique Segond; Solweig Gerbier; Marie Hélène Metzger (IIP, 2008)

Natural Language Processing to Detect Risk Patterns Related to Hospital Acquired Infections. - Denys Proux; Pierre Marchal; Frédérique Segond; Ivan Kergourlay; Stéfan Jacques Darmoni; Suzanne Pereira; Quentin Gicquel; Marie Hélène Metzger (BiomedicalIE@RANLP, 2009)

Linguistic and Temporal Processing for Discovering Hospital Acquired Infection from Patient Records. - Caroline Hagège; Pierre Marchal; Quentin Gicquel; Stéfan Jacques Darmoni; Suzanne Pereira; Marie Hélène Metzger (KR4HC, 2010)

Evaluation of a French Medical Multi-Terminology Indexer for the Manual Annotation of Natural Language Medical Reports of Healthcare-Associated Infections. - Saoussen Sakji; Quentin Gicquel; Suzanne Pereira; Ivan Kergourlay; Denys Proux; Stéfan Jacques Darmoni; Marie Hélène Metzger (MedInfo, 2010)

Développement d'un système de détection des infections associées aux soins à partir de l'analyse de comptes-rendus d'hospitalisation (Development of a system that detects occurrences of healthcare-associated infections from the analysis of hospitalization reports). - Caroline Hagège; Denys Proux; Quentin Gicquel; Stéfan Jacques Darmoni; Suzanne Pereira; Frédérique Segond; Marie Hélène Metzger (TALN (Articles courts), 2011)

Evaluation of natural language processing from emergency department computerized medical records for intra-hospital syndromic surveillance. - Solweig Gerbier; Olga Yarovaya; Quentin Gicquel; Anne-Laure Millet; Véronique Smaldore; Véronique Pagliaroli; Stéfan Jacques Darmoni; Marie Hélène Metzger (BMC Medical Informatics Decis. Mak., 2011)

The use of regional platforms for managing electronic health records for the production of regional public health indicators in France. - Marie Hélène Metzger; Thierry Durand; Stéphane Lallich; Roger Salamon; Philippe Castets (BMC Medical Informatics Decis. Mak., 2012)

Evaluation of syndromic algorithms for detecting patients with potentially transmissible infectious diseases based on computerised emergency-department data. - Solweig Gerbier-Colomban; Quentin Gicquel; Anne-Laure Millet; Christophe Riou; Jacqueline Grando; Stéfan Jacques Darmoni; Véronique Potinet-Pagliaroli; Marie Hélène Metzger (BMC Medical Informatics Decis. Mak., 2013)

Usage secondaire du dossier médical informatisé à des fins épidémiologiques et d'évaluation de la qualité des soins : le projet SYNODOS. - Marie Hélène Metzger; Quentin Gicquel; Domoina Rabarijaona; Frédérique Segond; André Bittar; Luca Dini; Lina Fatima Soualmia; Stéfan Jacques Darmoni (JFIM, 2014)

Annotation methods to develop and evaluate an expert system based on natural language processing in electronic medical records. - Quentin Gicquel; Nastassia Tvardik; Côme Bouvry; Ivan Kergourlay; André Bittar; Frédérique Segond; Stéfan Jacques Darmoni; Marie Hélène Metzger (MedInfo, 2015)

Un système expert fondé sur une analyse sémantique pour l'identification de menaces d'ordre biologique. - Cédric Lopez; Aleksandra Ponomareva; Cécile Robin; André Bittar; Xabier Larrucea; Frédérique Segond; Marie Hélène Metzger (TALN (Demos), 2015)

Accuracy of using natural language processing methods for identifying healthcare-associated infections. - Nastassia Tvardik; Ivan Kergourlay; André Bittar; Frédérique Segond; Stéfan Jacques Darmoni; Marie Hélène Metzger (Int. J. Medical Informatics, 2018)

Deep Learning Methods for Detecting Side Effects of Cancer Chemotherapies Reported in a Remote Monitoring Web Application. - Marie Hélène Metzger; Ahmath Gadji; Nada Haj Salah; Wedji Kane; François Boué (MIE, 2022)

Real-life implementation and evaluation of the e-referral system SIPILINK. - Aimé Nun; Anne-Isabelle Tropeano; Edouard Flamarion; Arnaud Roumy; Henri Azais; Léa Dehghani Kelishadi; Edouard Auclin; Anita Burgun; Sandrine Katsahian; Brigitte Ranque; Marie Hélène Metzger; Rosy Tsopra (Int. J. Medical Informatics, 2025)