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)

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)

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)

Do Medical Practitioners Trust Automated Interpretation of Electrocardiograms? - Cédric Delrot; Guillaume Bouzillé; Matthieu Calafiore; Michaël Rochoy; Bertrand Legrand; Grégoire Ficheur; Emmanuel Chazard (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)

What Is a Chronic Disease? A Contribution Based on the Secondary Use of 161 Million Discharge Records. - Emeric Mellot; Thibaut Balcaen; Matthieu Calafiore; Guillaume Bouzillé; Jean-Baptiste Beuscart; Grégoire Ficheur; Emmanuel Chazard (MedInfo, 2019)

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)

Heimdall, a Computer Program for Electronic Health Records Data Visualization. - Niels Martignene; Thibaut Balcaen; Guillaume Bouzillé; Matthieu Calafiore; Jean-Baptiste Beuscart; Antoine Lamer; Bertrand Legrand; Grégoire Ficheur; Emmanuel Chazard (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)

"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)

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)

ICIPEMIR: Improving the Completeness, Interoperability and Patient Explanations of Medical Imaging Reports. - Arthur Lauriot Dit Prevost; Marie Trencart; Vianney Gaillard; Guillaume Bouzillé; Rémi Besson; Dyuti Sharma; Philippe A. Puech; Emmanuel Chazard (MIE, 2021)

Reliability of Drug-Drug Interaction Measurement on Real-Word Data: The ReMIAMes Project. - Catherine Duclos; Nicolas Griffon; Christel Daniel; Guillaume Bouzillé; Denis Delamarre; Stéfan Jacques Darmoni; Laurent Toubiana; Julien Grosjean (MIE, 2022)

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)

Measurement of Cumulative Drug Exposure from Clinical Data Warehouse. - Mathilde Bories; Aurélie Bannay; Morgane Pierre-Jean; Guillaume Bouzillé; Pascal Le Corre (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)

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 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)

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)