Guillaume Bouzillé

According to our database, Guillaume Bouzillé authored at least 42 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., December, 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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Secure Extraction of Personal Information from EHR by Federated Machine Learning.

Reda Bellafqira, Gouenou Coatrieux, Marc Cuggia, Guillaume Bouzillé

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

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., January, 2023

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

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

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

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Phenotyping of Heart Failure with Preserved Ejection Faction Using Health Electronic Records and Echocardiography.

Morgane Pierre-Jean, Erwan Donal, Marc Cuggia, Guillaume Bouzillé

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 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

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

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

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

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

Proceedings of the Public Health and Informatics, 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

Proceedings of the Public Health and Informatics, 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

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 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

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

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

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 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

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 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

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Supervised Learning for the ICD-10 Coding of French Clinical Narratives.

Clément Dalloux, Vincent Claveau, Marc Cuggia, Guillaume Bouzillé, Natalia Grabar

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Do Medical Practitioners Trust Automated Interpretation of Electrocardiograms?

Cédric Delrot, Guillaume Bouzillé, Matthieu Calafiore, Michaël Rochoy, Bertrand Legrand, Grégoire Ficheur, Emmanuel Chazard

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

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

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

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

Retrieving the Vital Status of Patients with Cancer Using Online Obituaries.

Emmanuelle Sylvestre, Guillaume Bouzillé, Mathias Breton, Marc Cuggia, Boris Campillo-Gimenez

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 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

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 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

Proceedings of the Decision Support Systems and Education, 2018

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

Proceedings of the AMIA 2018, 2018

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

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, Eric Stindel, Pierre Ingrand, Gouenou Coatrieux, Marc Cuggia

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

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

Proceedings of the Artificial Intelligence in Medicine, 2017

2015

Semantic integration of medication data into the EHOP Clinical Data Warehouse.

Denis Delamarre, Guillaume Bouzillé, Kevin Dalleau, Denis Courtel, Marc Cuggia

Proceedings of the Digital Healthcare Empowering Europeans, 2015

Competence assessment of centres participating in clinical trials.

Guillaume Bouzillé, Pierre Asfar, Marc Cuggia, Jean-François Hamel

Proceedings of the Digital Healthcare Empowering Europeans, 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

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 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

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 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

Proceedings of the AMIA 2015, 2015

Semantic and Interactive Timeline for Patient Data Visualization.

Thibault Ledieu, Pascal Van Hille, Guillaume Bouzillé, Éric Renault, Marc Cuggia

Proceedings of the AMIA 2015, 2015