Guillaume Bouzillé

43 papers B 1Misc 3Journal 6Unranked 33

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Applying Machine Learning for Prescriptive Support: A Use Case with Unfractionated Heparin in Intensive Care Units. MIE Guillaume Bouzillé, Isabelle Gouin, Yoann Launey, Alexandre Mansour, Marc Cuggia, Adel Maamar
2024	J	`jnl`	Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. BMC Medical Informatics Decis. Mak. Mohamed El Azzouzi, Gouenou Coatrieux, Reda Bellafqira, Denis Delamarre, Christine Riou, Naima Oubenali, Sandie Cabon, Marc Cuggia, Guillaume Bouzillé
2024	—	`conf`	How to Accurately Detect Renal Replacement Therapy Weaning in Intensive Care: Data Quality and Standardization Considerations for the OMOP Common Data Model. MIE Benjamin Popoff, Boris Delange, Julien Kallout, Marc Cuggia, Thomas Clavier, Guillaume Bouzillé
2024	—	`conf`	Intensive Care Quality Indicators Dashboard Using Observational Medical Outcomes Partnership Common Data Model. MIE Guillaume Bouzillé, Benjamin Popoff, Morgane Pierre-Jean, Adel Maamar, Marc Cuggia
2024	—	`conf`	Measurement of Cumulative Drug Exposure from Clinical Data Warehouse. EFMI-STC Mathilde Bories, Aurélie Bannay, Morgane Pierre-Jean, Guillaume Bouzillé, Pascal Le Corre
2024	—	`conf`	Monitoring Variability of Laboratory Results in a Clinical Data Warehouse Using Automatic Dashboard. MIE Morgane Pierre-Jean, Dalila Rabhi, Denis Delamarre, Claude Bendavid, Benoit Guillet, Marc Cuggia, Guillaume Bouzillé
2024	—	`conf`	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. MIE Marie Ansoborlo, Jeremy Cardoso, Julien Herbert, Christine Salpetrier, Guillaume Bouzillé, Marc Cuggia, Philippe Rosset, Louis-Romée Le Nail, Leslie Grammatico-Guillon
2024	—	`conf`	Secure Extraction of Personal Information from EHR by Federated Machine Learning. MIE Reda Bellafqira, Gouenou Coatrieux, Marc Cuggia, Guillaume Bouzillé
2024	—	`conf`	Synthesizing Clinical Data Warehouse Content for Enhanced External Collaboration: A Preliminary Proposal. MIE Franck Mouney, Morgane Pierre-Jean, Denis Delamarre, Guillaume Bouzillé, Marc Cuggia, Sandie Cabon
2023	—	`conf`	Leveraging Clinical Data Warehouses to Measure Impact of Update Prescription Guidelines of Polyvalent Immunoglobulins in 2018 in France. MIE Morgane Pierre-Jean, Guillaume Bouzillé, Mathilde Bories, Pascal Le Corre, Marc Cuggia
2023	J	`jnl`	Prescreening in oncology trials using medical records. Natural language processing applied on lung cancer multidisciplinary team meeting reports. Health Informatics J. Marie Ansoborlo, Christophe Gaborit, Leslie Grammatico-Guillon, Marc Cuggia, Guillaume Bouzillé
2022	—	`conf`	Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC. MIE Pierre Lemordant, Fleur Mougin, Sandie Cabon, Yves Gandon, Guillaume Bouzillé, Marc Cuggia
2022	—	`conf`	Out-of-Hospital Cardiac Arrest Detection by Machine Learning Based on the Phonetic Characteristics of the Caller's Voice. MIE Sonia Rafi, Cedric Gangloff, Etienne Paulhet, Ollivier Grimault, Louis Soulat, Guillaume Bouzillé, Marc Cuggia
2022	—	`conf`	Phenotyping of Heart Failure with Preserved Ejection Faction Using Health Electronic Records and Echocardiography. MIE Morgane Pierre-Jean, Erwan Donal, Marc Cuggia, Guillaume Bouzillé
2022	—	`conf`	Reliability of Drug-Drug Interaction Measurement on Real-Word Data: The ReMIAMes Project. MIE Catherine Duclos, Nicolas Griffon, Christel Daniel, Guillaume Bouzillé, Denis Delamarre, Stéfan Jacques Darmoni, Laurent Toubiana, Julien Grosjean
2021	—	`conf`	"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. MedInfo Emmanuel Chazard, Pierre Balayé, Thibaut Balcaen, Michaël Génin, Marc Cuggia, Guillaume Bouzillé, Antoine Lamer
2021	—	`conf`	How to Identify Potential Candidates for HIV Pre-Exposure Prophylaxis: An AI Algorithm Reusing Real-World Hospital Data. MIE Jean-Charles Duthe, Guillaume Bouzillé, Emmanuelle Sylvestre, Emmanuel Chazard, Cedric Arvieux, Marc Cuggia
2021	—	`conf`	How to Optimize Connection Between PACS and Clinical Data Warehouse: A Web Service Approach Based on Full Metadata Integration. MedInfo Pierre Lemordant, Guillaume Bouzillé, Romain Mathieu, Ronan Thenault, Bernard Gibaud, Cyril Garde, Boris Campillo-Gimenez, Didier Goudet, Sébastien Delarche, Yann Roland, Marc Cuggia
2021	—	`conf`	ICIPEMIR: Improving the Completeness, Interoperability and Patient Explanations of Medical Imaging Reports. MIE Arthur Lauriot Dit Prevost, Marie Trencart, Vianney Gaillard, Guillaume Bouzillé, Rémi Besson, Dyuti Sharma, Philippe A. Puech, Emmanuel Chazard
2020	—	`conf`	A Semi-Automated Approach for Multilingual Terminology Matching: Mapping the French Version of the ICD-10 to the ICD-10 CM. MIE Emmanuelle Sylvestre, Guillaume Bouzillé, Michael McDuffie, Emmanuel Chazard, Paul Avillach, Marc Cuggia
2020	—	`conf`	Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data. MIE Thibault Dhalluin, Aurélie Bannay, Pierre Lemordant, Emmanuelle Sylvestre, Emmanuel Chazard, Marc Cuggia, Guillaume Bouzillé
2020	—	`conf`	Heimdall, a Computer Program for Electronic Health Records Data Visualization. MIE Niels Martignene, Thibaut Balcaen, Guillaume Bouzillé, Matthieu Calafiore, Jean-Baptiste Beuscart, Antoine Lamer, Bertrand Legrand, Grégoire Ficheur, Emmanuel Chazard
2020	—	`conf`	Supervised Learning for the ICD-10 Coding of French Clinical Narratives. MIE Clément Dalloux, Vincent Claveau, Marc Cuggia, Guillaume Bouzillé, Natalia Grabar
2019	—	`conf`	An Automated Detection System of Drug-Drug Interactions from Electronic Patient Records Using Big Data Analytics. MedInfo Guillaume Bouzillé, Camille Morival, Richard Westerlynck, Pierre Lemordant, Emmanuel Chazard, Pascal Le Corre, Yann Busnel, Marc Cuggia
2019	—	`conf`	Do Medical Practitioners Trust Automated Interpretation of Electrocardiograms? MedInfo Cédric Delrot, Guillaume Bouzillé, Matthieu Calafiore, Michaël Rochoy, Bertrand Legrand, Grégoire Ficheur, Emmanuel Chazard
2019	—	`conf`	What Is a Chronic Disease? A Contribution Based on the Secondary Use of 161 Million Discharge Records. MedInfo Emeric Mellot, Thibaut Balcaen, Matthieu Calafiore, Guillaume Bouzillé, Jean-Baptiste Beuscart, Grégoire Ficheur, Emmanuel Chazard
2019	—	`conf`	eHOP Clinical Data Warehouse: From a Prototype to the Creation of an Inter-Regional Clinical Data Centers Network. MedInfo Julia Madec, Guillaume Bouzillé, Christine Riou, Pascal Van Hille, Christian Merour, Marie-Lisen Artigny, Denis Delamarre, Veronique Raimbert, Pierre Lemordant, Marc Cuggia
2018	J	`jnl`	Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records. BMC Medical Informatics Decis. Mak. Emmanuelle Sylvestre, Guillaume Bouzillé, Emmanuel Chazard, Cécil His-Mahier, Christine Riou, Marc Cuggia
2018	—	`conf`	Integrating Biobank Data into a Clinical Data Research Network: The IBCB Project. MIE Guillaume Bouzillé, Vianney Jouhet, Bruno Turlin, Bruno Clement, Mireille Desille, Christine Riou, Moufid Hajjar, Denis Delamarre, Danielle Le Quilleuc, Frantz Thiessard, Marc Cuggia
2018	J	`jnl`	Leveraging hospital big data to monitor flu epidemics. Comput. Methods Programs Biomed. Guillaume Bouzillé, Canelle Poirier, Boris Campillo-Gimenez, Marie-Laure Aubert, Mélanie Chabot, Emmanuel Chazard, Audrey Lavenu, Marc Cuggia
2018	Misc	`conf`	Mining clinical big data for drug safety: Detecting inadequate treatment with a DNA sequence alignment algorithm. AMIA Thibault Ledieu, Guillaume Bouzillé, Catherine Plaisant, Frantz Thiessard, Elisabeth Polard, Marc Cuggia
2018	—	`conf`	Retrieving the Vital Status of Patients with Cancer Using Online Obituaries. MIE Emmanuelle Sylvestre, Guillaume Bouzillé, Mathias Breton, Marc Cuggia, Boris Campillo-Gimenez
2018	—	`conf`	Secondary Use of Healthcare Structured Data: The Challenge of Domain-Knowledge Based Extraction of Features. EFMI-STC Emmanuel Chazard, Grégoire Ficheur, Alexandre Caron, Antoine Lamer, Julien Labreuche, Marc Cuggia, Michaël Génin, Guillaume Bouzillé, Alain Duhamel
2018	J	`jnl`	Timeline representation of clinical data: usability and added value for pharmacovigilance. BMC Medical Informatics Decis. Mak. Thibault Ledieu, Guillaume Bouzillé, Frantz Thiessard, Karine Berquet, Pascal Van Hille, Eric Renault, Elisabeth Polard, Marc Cuggia
2017	J	`jnl`	Factors influencing the development of primary care data collection projects from electronic health records: a systematic review of the literature. BMC Medical Informatics Decis. Mak. Marie-Line Gentil, Marc Cuggia, Laure Fiquet, Camille Hagenbourger, Thomas Le Berre, Agnès Banâtre, Eric Renault, Guillaume Bouzillé, Anthony Chapron
2017	B	`conf`	Numerical Eligibility Criteria in Clinical Protocols: Annotation, Automatic Detection and Interpretation. AIME Vincent Claveau, Lucas Emanuel Silva e Oliveira, Guillaume Bouzillé, Marc Cuggia, Claudia Maria Cabral Moro, Natalia Grabar
2017	—	`conf`	Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach. MedInfo 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
2015	—	`conf`	An Integrated Workflow For Secondary Use of Patient Data for Clinical Research. MedInfo Guillaume Bouzillé, Emmanuelle Sylvestre, Boris Campillo-Gimenez, Eric Renault, Thibault Ledieu, Denis Delamarre, Marc Cuggia
2015	—	`conf`	Automatic Selection of Clinical Trials Based on A Semantic Web Approach. MedInfo Marc Cuggia, Boris Campillo-Gimenez, Guillaume Bouzillé, Paolo Besana, Wassim Jouini, Jean-Charles Dufour, Oussama Zekri, Isabelle Gibaud, Cyril Garde, Régis Duvauferrier
2015	—	`conf`	Competence assessment of centres participating in clinical trials. MIE Guillaume Bouzillé, Pierre Asfar, Marc Cuggia, Jean-François Hamel
2015	Misc	`conf`	Leveraging a Clinical Data Warehouse to improve quality of data in the French DRG-based system (PMSI). AMIA Emmanuelle Sylvestre, Christine Riou, Guillaume Bouzillé, Marc Cuggia
2015	Misc	`conf`	Semantic and Interactive Timeline for Patient Data Visualization. AMIA Thibault Ledieu, Pascal Van Hille, Guillaume Bouzillé, Éric Renault, Marc Cuggia
2015	—	`conf`	Semantic integration of medication data into the EHOP Clinical Data Warehouse. MIE Denis Delamarre, Guillaume Bouzillé, Kevin Dalleau, Denis Courtel, Marc Cuggia