A Video-streaming Platform for e-Learning. - Pierre Le Beux; Marc Cuggia; Gérard Soula; Franck Le Duff; Marcel Spector; Marius Fieschi (AMIA, 2002)

Development of an indexing search engine for the UMVF : Proposal for an indexing method based on Dublin Core and XML. - Fleur Mougin; Marc Cuggia; Pierre Le Beux (MIE, 2003)

Medical pedagogical resources management. - Bruno Pouliquen; Franck Le Duff; Denis Delamarre; Marc Cuggia; Fleur Mougin; Pierre Le Beux (MIE, 2003)

Automatic concept extraction from spoken medical reports. - André Happe; Bruno Pouliquen; Anita Burgun; Marc Cuggia; Pierre Le Beux (Int. J. Medical Informatics, 2003)

Predicting Survival Causes After Out of Hospital Cardiac Arrest using Data Mining Method. - Franck Le Duff; Cristian Muntean; Marc Cuggia; Philippe Mabo (MedInfo, 2004)

An Improved Publication Process for the UMVF. - Jean-Marie Renard; Jean-Marc Brunetaud; Marc Cuggia; Stéfan Jacques Darmoni; Pierre Le Beux; Régis Beuscart (MIE, 2005)

Indexing method of digital audiovisual medical resources with semantic Web integration. - Marc Cuggia; Fleur Mougin; Pierre Le Beux (Int. J. Medical Informatics, 2005)

Managing educational resource in medicine: system design and integration. - Bruno Pouliquen; Franck Le Duff; Denis Delamarre; Marc Cuggia; Fleur Mougin; Pierre Le Beux (Int. J. Medical Informatics, 2005)

A model for a Regional Health Information Network sharing clinical information between professionals in Britanny. - Marc Cuggia; Nicolas Herry; Delphine Rossille; Emmanuelle Lepage; Gilles Edan; Pierre Le Beux (MIE, 2006)

Towards a Decision Support System for Optimising Clinical Pathways of Elderly Patients in an Emergency Department. - Marc Cuggia; Delphine Rossille; Aude Arnault; Jacques Bouget; Pierre Le Beux (MedInfo, 2007)

Doc'UMVF: Two search tools to provide quality-controlled teaching resources in French to students and teachers. - Marc Cuggia; Stéfan Jacques Darmoni; Nicolas Garcelon; Lina Fatima Soualmia; Annabel Bourde (Int. J. Medical Informatics, 2007)

An integrated approach to distance learning with digital video in the French-speaking Virtual Medical University. - Jean-Charles Dufour; Marc Cuggia; Gérard Soula; Marcel Spector; François Kohler (Int. J. Medical Informatics, 2007)

An Internet supported workflow for the publication process in UMVF (French Virtual Medical University). - Jean-Marie Renard; Annabel Bourde; Marc Cuggia; Nicolas Garcelon; Nathalie Souf; Stéfan Jacques Darmoni; Régis Beuscart; Jean-Marc Brunetaud (Int. J. Medical Informatics, 2007)

Modelling access to renal transplantation waiting list in a French healthcare network using a Bayesian method. - Sahar Bayat; Marc Cuggia; Michèle Kessler; Serge Briançon; Pierre Le Beux; Luc Frimat (MIE, 2008)

Design of an automatic coding algorithm for a multi-axial classification in pathology. - André Happe; Marc Cuggia; Bruno Turlin; Pierre Le Beux (MIE, 2008)

Comparison of Bayesian Network and Decision Tree Methods for Predicting Access to the Renal Transplant Waiting List. - Sahar Bayat; Marc Cuggia; Delphine Rossille; Michèle Kessler; Luc Frimat (MIE, 2009)

Comparing the Apgar Score Representation in HL7 and OpenEHR Formalisms. - Marc Cuggia; Sahar Bayat; Delphine Rossille; Patrice Poulain; Patrick Pladys; Hélène Robert; Régis Duvauferrier (MIE, 2009)

A full-text information retrieval system for an epidemiological registry. - Marc Cuggia; Sahar Bayat; Nicolas Garcelon; Lauren Sanders; Florence Rouget; Arnaud Coursin; Patrick Pladys (MedInfo, 2010)

Using Semantic Web Technologies for Clinical Trial Recruitment. - Paolo Besana; Marc Cuggia; Oussama Zekri; Annabel Bourde; Anita Burgun (ISWC (2), 2010)

From French EHR to NCI ontology via UMLS. - Paolo Besana; Marc Cuggia; Oussama Zekri; Annabel Bourde; Anita Burgun (OM, 2010)

Recording and Podcasting of Lectures for Students of Medical School. - Pierre Brunet; Marc Cuggia; Pierre Le Beux (MIE, 2011)

Automatic Definition of the Oncologic EHR Data Elements from NCIT in OWL. - Marc Cuggia; Annabel Bourde; Bruno Turlin; Sebastien Vincendeau; Valérie Bertaud; Catherine Bohec; Régis Duvauferrier (MIE, 2011)

Roogle: An Information Retrieval Engine for Clinical Data Warehouse. - Marc Cuggia; Nicolas Garcelon; Boris Campillo-Gimenez; Thomas Bernicot; Jean-François Laurent; Etienne Garin; André Happe; Régis Duvauferrier (MIE, 2011)

Patterns for collaborative work in health care teams. - María Adela Grando; Mor Peleg; Marc Cuggia; David Glasspool (Artif. Intell. Medicine, 2011)

Comparing semi-automatic systems for recruitment of patients to clinical trials. - Marc Cuggia; Paolo Besana; David Glasspool (Int. J. Medical Informatics, 2011)

Towards complex queries on data from complex patients. - Gayo Diallo; Natalia Grabar; Frantz Thiessard; Nicolas Garcelon; Julien Grosjean; Marie Dupuch; Suzanne Bento-Pereira; Bruno Frandji; Stéfan Jacques Darmoni; Marc Cuggia (AMIA, 2012)

Coupling K-nearest Neighbors with Logistic Regression in Case-based Reasoning. - Boris Campillo-Gimenez; Sahar Bayat; Marc Cuggia (MIE, 2012)

RAVEL: Retrieval And Visualization in ELectronic health records. - Frantz Thiessard; Fleur Mougin; Gayo Diallo; Vianney Jouhet; Sébastien Cossin; Nicolas Garcelon; Boris Campillo-Gimenez; Wassim Jouini; Julien Grosjean; Philippe Massari; Nicolas Griffon; Marie Dupuch; et al. (MIE, 2012)

Full-text Automated Detection of Surgical Site Infections Secondary to Neurosurgery in Rennes, France. - Boris Campillo-Gimenez; Nicolas Garcelon; Pascal Jarno; Jean Marc Chapplain; Marc Cuggia (MedInfo, 2013)

OWL model of clinical trial eligibility criteria compatible with partially-known information. - Olivier Dameron; Paolo Besana; Oussama Zekri; Annabel Bourde; Anita Burgun; Marc Cuggia (J. Biomed. Semant., 2013)

K-Nearest Neighbour algorithm coupled with logistic regression in medical case-based reasoning systems. Application to prediction of access to the renal transplant waiting list in Brittany - Boris Campillo-Gimenez; Wassim Jouini; Sahar Bayat; Marc Cuggia (CoRR, 2013)

Intégration des données de prescription dans un entrepôt de données biomédicales. - Kevin Dalleau; Denis Delamarre; Thibault Ledieu; Marc Cuggia (JFIM, 2014)

Moteur de recherche sémantique au sein du dossier du patient informatisé : langage de requêtes spécifique. - Romain Lelong; Tayeb Merabti; Julien Grosjean; Mher B. Joulakian; Nicolas Griffon; Badisse Dahamna; Marc Cuggia; Suzanne Pereira; Natalia Grabar; Frantz Thiessard; Philippe Massari; Stéfan Jacques Darmoni (JFIM, 2014)

Protection des données de santé lors de leur réutilisation à des fins de recherche au sein des entrepôts de données biomédicaux (EDBM). - Christine Riou; Marc Cuggia (JFIM, 2014)

Semantic and Interactive Timeline for Patient Data Visualization. - Thibault Ledieu; Pascal Van Hille; Guillaume Bouzillé; Éric Renault; Marc Cuggia (AMIA, 2015)

Leveraging a Clinical Data Warehouse to improve quality of data in the French DRG-based system (PMSI). - Emmanuelle Sylvestre; Christine Riou; Guillaume Bouzillé; Marc Cuggia (AMIA, 2015)

An Integrated Workflow For Secondary Use of Patient Data for Clinical Research. - Guillaume Bouzillé; Emmanuelle Sylvestre; Boris Campillo-Gimenez; Eric Renault; Thibault Ledieu; Denis Delamarre; Marc Cuggia (MedInfo, 2015)

Automatic Selection of Clinical Trials Based on A Semantic Web Approach. - Marc Cuggia; Boris Campillo-Gimenez; Guillaume Bouzillé; Paolo Besana; Wassim Jouini; Jean-Charles Dufour; Oussama Zekri; Isabelle Gibaud; Cyril Garde; Régis Duvauferrier (MedInfo, 2015)

Competence assessment of centres participating in clinical trials. - Guillaume Bouzillé; Pierre Asfar; Marc Cuggia; Jean-François Hamel (MIE, 2015)

Semantic integration of medication data into the EHOP Clinical Data Warehouse. - Denis Delamarre; Guillaume Bouzillé; Kevin Dalleau; Denis Courtel; Marc Cuggia (MIE, 2015)

Using electronic health records for clinical research: The case of the EHR4CR project. - Georges De Moor; Mats Sundgren; Dipak Kalra; Andreas Schmidt 004; Martin Dugas; Brecht Claerhout; Töresin Karakoyun; Christian Ohmann; Pierre-Yves Lastic; Nadir Ammour; Rebecca Daniels Kush; Danielle Dupont; et al. (J. Biomed. Informatics, 2015)

Numerical Eligibility Criteria in Clinical Protocols: Annotation, Automatic Detection and Interpretation. - Vincent Claveau; Lucas Emanuel Silva e Oliveira; Guillaume Bouzillé; Marc Cuggia; Claudia Maria Cabral Moro; Natalia Grabar (AIME, 2017)

Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach. - Guillaume Bouzillé; Richard Westerlynck; Gautier Defossez; Dalel Bouslimi; Sahar Bayat; Christine Riou; Yann Busnel; Clara Le Guillou; Jean-Michel Cauvin; Christian Jacquelinet; Patrick Pladys; Emmanuel Oger; et al. (MedInfo, 2017)

Factors influencing the development of primary care data collection projects from electronic health records: a systematic review of the literature. - Marie-Line Gentil; Marc Cuggia; Laure Fiquet; Camille Hagenbourger; Thomas Le Berre; Agnès Banâtre; Eric Renault; Guillaume Bouzillé; Anthony Chapron (BMC Medical Informatics Decis. Mak., 2017)

Mining clinical big data for drug safety: Detecting inadequate treatment with a DNA sequence alignment algorithm. - Thibault Ledieu; Guillaume Bouzillé; Catherine Plaisant; Frantz Thiessard; Elisabeth Polard; Marc Cuggia (AMIA, 2018)

Enriching a Clinical Data Warehouse with Specific Cancer Data Sources: Application to Feasibility Studies. - Jeremy Pasco; Boris Campillo-Gimenez; Leslie Grammatico-Guillon; Marc Cuggia (AMIA, 2018)

Secondary Use of Healthcare Structured Data: The Challenge of Domain-Knowledge Based Extraction of Features. - Emmanuel Chazard; Grégoire Ficheur; Alexandre Caron; Antoine Lamer; Julien Labreuche; Marc Cuggia; Michaël Génin; Guillaume Bouzillé; Alain Duhamel (EFMI-STC, 2018)

Integrating Biobank Data into a Clinical Data Research Network: The IBCB Project. - Guillaume Bouzillé; Vianney Jouhet; Bruno Turlin; Bruno Clement; Mireille Desille; Christine Riou; Moufid Hajjar; Denis Delamarre; Danielle Le Quilleuc; Frantz Thiessard; Marc Cuggia (MIE, 2018)

Retrieving the Vital Status of Patients with Cancer Using Online Obituaries. - Emmanuelle Sylvestre; Guillaume Bouzillé; Mathias Breton; Marc Cuggia; Boris Campillo-Gimenez (MIE, 2018)

Leveraging hospital big data to monitor flu epidemics. - Guillaume Bouzillé; Canelle Poirier; Boris Campillo-Gimenez; Marie-Laure Aubert; Mélanie Chabot; Emmanuel Chazard; Audrey Lavenu; Marc Cuggia (Comput. Methods Programs Biomed., 2018)

Timeline representation of clinical data: usability and added value for pharmacovigilance. - Thibault Ledieu; Guillaume Bouzillé; Frantz Thiessard; Karine Berquet; Pascal Van Hille; Eric Renault; Elisabeth Polard; Marc Cuggia (BMC Medical Informatics Decis. Mak., 2018)

Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records. - Emmanuelle Sylvestre; Guillaume Bouzillé; Emmanuel Chazard; Cécil His-Mahier; Christine Riou; Marc Cuggia (BMC Medical Informatics Decis. Mak., 2018)

An Automated Detection System of Drug-Drug Interactions from Electronic Patient Records Using Big Data Analytics. - Guillaume Bouzillé; Camille Morival; Richard Westerlynck; Pierre Lemordant; Emmanuel Chazard; Pascal Le Corre; Yann Busnel; Marc Cuggia (MedInfo, 2019)

eHOP Clinical Data Warehouse: From a Prototype to the Creation of an Inter-Regional Clinical Data Centers Network. - Julia Madec; Guillaume Bouzillé; Christine Riou; Pascal Van Hille; Christian Merour; Marie-Lisen Artigny; Denis Delamarre; Veronique Raimbert; Pierre Lemordant; Marc Cuggia (MedInfo, 2019)

Ontology-Based Classification of Radiological Procedures for Consistent Sharing in Clinical Data Warehouses. - Pierre Lemordant; Bernard Gibaud; Cyril Garde; Sébastien Delarche; Didier Goudet; Marc Cuggia (ICBO/ODLS, 2020)

Supervised Learning for the ICD-10 Coding of French Clinical Narratives. - Clément Dalloux; Vincent Claveau; Marc Cuggia; Guillaume Bouzillé; Natalia Grabar (MIE, 2020)

Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data. - Thibault Dhalluin; Aurélie Bannay; Pierre Lemordant; Emmanuelle Sylvestre; Emmanuel Chazard; Marc Cuggia; Guillaume Bouzillé (MIE, 2020)

A Semi-Automated Approach for Multilingual Terminology Matching: Mapping the French Version of the ICD-10 to the ICD-10 CM. - Emmanuelle Sylvestre; Guillaume Bouzillé; Michael McDuffie; Emmanuel Chazard; Paul Avillach; Marc Cuggia (MIE, 2020)

Pilot Study of an e-Cohort to Monitor Adverse Event for Patient with Hip Prostheses from Clinical Data Warehouse. - Thibault Dhalluin; Marie Ansoborlo; Philippe Rosset; Hervé Thomazeau; Marc Cuggia; Leslie Guillon (EFMI-STC, 2021)

"Book Music" Representation for Temporal Data, as a Part of the Feature Extraction Process: A Novel Approach to Improve the Handling of Time-Dependent Data in Secondary Use of Healthcare Structured Data. - Emmanuel Chazard; Pierre Balayé; Thibaut Balcaen; Michaël Génin; Marc Cuggia; Guillaume Bouzillé; Antoine Lamer (MedInfo, 2021)

How to Optimize Connection Between PACS and Clinical Data Warehouse: A Web Service Approach Based on Full Metadata Integration. - Pierre Lemordant; Guillaume Bouzillé; Romain Mathieu; Ronan Thenault; Bernard Gibaud; Cyril Garde; Boris Campillo-Gimenez; Didier Goudet; Sébastien Delarche; Yann Roland; Marc Cuggia (MedInfo, 2021)

Prescreening in Oncology Using Data Sciences: The PreScIOUS Study. - Marie Ansoborlo; Thibault Dhalluin; Christophe Gaborit; Marc Cuggia; Leslie Grammatico-Guillon (MIE, 2021)

Comparison of Knowledge Databases to Be Used in Automated Monitoring of Orthopedic Medical Devices. - Thibault Dhalluin; Leslie Grammatico-Guillon; Philippe Rosset; Marc Cuggia (MIE, 2021)

How to Identify Potential Candidates for HIV Pre-Exposure Prophylaxis: An AI Algorithm Reusing Real-World Hospital Data. - Jean-Charles Duthe; Guillaume Bouzillé; Emmanuelle Sylvestre; Emmanuel Chazard; Cedric Arvieux; Marc Cuggia (MIE, 2021)

A framework for validating AI in precision medicine: considerations from the European ITFoC consortium. - Rosy Tsopra; Xosé M. Fernández; Claudio Luchinat; Lilia Alberghina; Hans Lehrach; Marco Vanoni; Felix Dreher 002; Osman Ugur Sezerman; Marc Cuggia; Marie de Tayrac; Edvins Miklasevics; Lucian Mihai Itu; et al. (BMC Medical Informatics Decis. Mak., 2021)

Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC. - Pierre Lemordant; Fleur Mougin; Sandie Cabon; Yves Gandon; Guillaume Bouzillé; Marc Cuggia (MIE, 2022)

Phenotyping of Heart Failure with Preserved Ejection Faction Using Health Electronic Records and Echocardiography. - Morgane Pierre-Jean; Erwan Donal; Marc Cuggia; Guillaume Bouzillé (MIE, 2022)

Out-of-Hospital Cardiac Arrest Detection by Machine Learning Based on the Phonetic Characteristics of the Caller's Voice. - Sonia Rafi; Cedric Gangloff; Etienne Paulhet; Ollivier Grimault; Louis Soulat; Guillaume Bouzillé; Marc Cuggia (MIE, 2022)

Leveraging Clinical Data Warehouses to Measure Impact of Update Prescription Guidelines of Polyvalent Immunoglobulins in 2018 in France. - Morgane Pierre-Jean; Guillaume Bouzillé; Mathilde Bories; Pascal Le Corre; Marc Cuggia (MIE, 2023)

Prescreening in oncology trials using medical records. Natural language processing applied on lung cancer multidisciplinary team meeting reports. - Marie Ansoborlo; Christophe Gaborit; Leslie Grammatico-Guillon; Marc Cuggia; Guillaume Bouzillé (Health Informatics J., 2023)

Monitoring Guideline Adherence in Severe Traumatic Brain Injury. - Louis De Jaegere; Arthur Le Gall; Marc Cuggia; Boris Delange (EFMI-STC, 2024)

Performance of a NLP Tool for Text Classification from Orthopaedic Operative Reports, Using Data from the Large Network of Clinical Data Warehouses of the West of France: The HACRO-HUGORTHO Project. - Marie Ansoborlo; Jeremy Cardoso; Julien Herbert; Christine Salpetrier; Guillaume Bouzillé; Marc Cuggia; Philippe Rosset; Louis-Romée Le Nail; Leslie Grammatico-Guillon (MIE, 2024)

Secure Extraction of Personal Information from EHR by Federated Machine Learning. - Reda Bellafqira; Gouenou Coatrieux; Marc Cuggia; Guillaume Bouzillé (MIE, 2024)

Applying Machine Learning for Prescriptive Support: A Use Case with Unfractionated Heparin in Intensive Care Units. - Guillaume Bouzillé; Isabelle Gouin; Yoann Launey; Alexandre Mansour; Marc Cuggia; Adel Maamar (MIE, 2024)

Intensive Care Quality Indicators Dashboard Using Observational Medical Outcomes Partnership Common Data Model. - Guillaume Bouzillé; Benjamin Popoff; Morgane Pierre-Jean; Adel Maamar; Marc Cuggia (MIE, 2024)

Key Research Areas for Building and Deploying a Common Data Model for an Intensive Medicine Data Space in Europe and Beyond. - Carlos Luis Parra Calderón; Kirsten Colpaert; Felix Balzer; Marc Cuggia; Denis Delamarre; Christel Daniel; Maxim Moinat; Jan van den Brand; Michel E. van Genderen; Lucas M. Fleuren; Christian Jung 002; Celia Álvarez-Romero (MIE, 2024)

The Ouest Data Hub: An Interregional Health Data Sharing Ecosystem for Research. - Marc Cuggia; Leslie Grammatico-Guillon; Pierre-Antoine Gourraud; Jean-Marie Chrétien; François Bocquet; Valentine Guiton; Eric Stindel (MIE, 2024)

ONCO-FAIR Project: Improving Data Interoperability in Oncology Chemotherapy Treatments for Data Reuse. - Baptiste Guilbert; Tristan Rieu; Denis Delamarre; Frédéric Laurent; Fanny Serre; Sarah Leroy; Eliott Paillard; Nolwenn Le Buhan; Alain Ribault; Marc Cuggia (MIE, 2024)

Synthesizing Clinical Data Warehouse Content for Enhanced External Collaboration: A Preliminary Proposal. - Franck Mouney; Morgane Pierre-Jean; Denis Delamarre; Guillaume Bouzillé; Marc Cuggia; Sandie Cabon (MIE, 2024)

Monitoring Variability of Laboratory Results in a Clinical Data Warehouse Using Automatic Dashboard. - Morgane Pierre-Jean; Dalila Rabhi; Denis Delamarre; Claude Bendavid; Benoit Guillet; Marc Cuggia; Guillaume Bouzillé (MIE, 2024)

How Trueness of Clinical Decision Support Systems Based on Machine Learning Is Assessed? - Alex Poiron; Sandie Cabon; Marc Cuggia (MIE, 2024)

How to Accurately Detect Renal Replacement Therapy Weaning in Intensive Care: Data Quality and Standardization Considerations for the OMOP Common Data Model. - Benjamin Popoff; Boris Delange; Julien Kallout; Marc Cuggia; Thomas Clavier; Guillaume Bouzillé (MIE, 2024)

Feasibility of automated surveillance of implantable devices in orthopaedics via clinical data warehouse: the Studio study. - Marie Ansoborlo; Christine Salpetrier; Louis-Romée Le Nail; Julien Herbet; Marc Cuggia; Philippe Rosset; Leslie Grammatico-Guillon (BMC Medical Informatics Decis. Mak., 2024)

Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. - Mohamed El Azzouzi; Gouenou Coatrieux; Reda Bellafqira; Denis Delamarre; Christine Riou; Naima Oubenali; Sandie Cabon; Marc Cuggia; Guillaume Bouzillé (BMC Medical Informatics Decis. Mak., 2024)