Marc Cuggia

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 30

Top Topics

Electronic Health Records

Automated Detection

Nearest Neighbour Algorithm

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Mohamed El Azzouzi, Gouenou Coatrieux, Reda Bellafqira, Denis Delamarre, Christine Riou, Naima Oubenali, Sandie Cabon, Marc Cuggia, Guillaume Bouzillé
Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Marie Ansoborlo, Christophe Gaborit, Leslie Grammatico-Guillon, Marc Cuggia, Guillaume Bouzillé
Prescreening in oncology trials using medical records. Natural language processing applied on lung cancer multidisciplinary team meeting reports. Health Informatics J. 29 (1) (2023)
Morgane Pierre-Jean, Guillaume Bouzillé, Mathilde Bories, Pascal Le Corre, Marc Cuggia
Leveraging Clinical Data Warehouses to Measure Impact of Update Prescription Guidelines of Polyvalent Immunoglobulins in 2018 in France. MIE (2023)
Pierre Lemordant, Fleur Mougin, Sandie Cabon, Yves Gandon, Guillaume Bouzillé, Marc Cuggia
Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC. MIE (2022)
Sonia Rafi, Cedric Gangloff, Etienne Paulhet, Ollivier Grimault, Louis Soulat, Guillaume Bouzillé, Marc Cuggia
Out-of-Hospital Cardiac Arrest Detection by Machine Learning Based on the Phonetic Characteristics of the Caller's Voice. MIE (2022)
Morgane Pierre-Jean, Erwan Donal, Marc Cuggia, Guillaume Bouzillé
Phenotyping of Heart Failure with Preserved Ejection Faction Using Health Electronic Records and Echocardiography. MIE (2022)
Thibault Dhalluin, Leslie Grammatico-Guillon, Philippe Rosset, Marc Cuggia
Comparison of Knowledge Databases to Be Used in Automated Monitoring of Orthopedic Medical Devices. MIE (2021)
Thibault Dhalluin, Marie Ansoborlo, Philippe Rosset, Hervé Thomazeau, Marc Cuggia, Leslie Guillon
Pilot Study of an e-Cohort to Monitor Adverse Event for Patient with Hip Prostheses from Clinical Data Warehouse. EFMI-STC (2021)
Marie Ansoborlo, Thibault Dhalluin, Christophe Gaborit, Marc Cuggia, Leslie Grammatico-Guillon
Prescreening in Oncology Using Data Sciences: The PreScIOUS Study. MIE (2021)
Pierre Lemordant, Guillaume Bouzillé, Romain Mathieu, Ronan Thenault, Bernard Gibaud, Cyril Garde, Boris Campillo-Gimenez, Didier Goudet, Sébastien Delarche, Yann Roland, Marc Cuggia
How to Optimize Connection Between PACS and Clinical Data Warehouse: A Web Service Approach Based on Full Metadata Integration. MedInfo (2021)
Jean-Charles Duthe, Guillaume Bouzillé, Emmanuelle Sylvestre, Emmanuel Chazard, Cedric Arvieux, Marc Cuggia
How to Identify Potential Candidates for HIV Pre-Exposure Prophylaxis: An AI Algorithm Reusing Real-World Hospital Data. MIE (2021)
Rosy Tsopra, Xosé M. Fernández, Claudio Luchinat, Lilia Alberghina, Hans Lehrach, Marco Vanoni, Felix Dreher, Osman Ugur Sezerman, Marc Cuggia, Marie de Tayrac, Edvins Miklasevics, Lucian Mihai Itu, Marius Geanta, Lesley Ogilvie, Florence Godey, Cristian Nicolae Boldisor, Boris Campillo-Gimenez, Cosmina Cioroboiu, Costin Florian Ciusdel, Simona Coman, Oliver Hijano Cubelos, Alina Itu, Bodo Lange, Matthieu Le Gallo, Alexandra Lespagnol, Giancarlo Mauri, H. Okan Soykam, Bastien Rance, Paola Turano, Leonardo Tenori, Alessia Vignoli, Christoph Wierling, Nora Benhabiles, Anita Burgun
A framework for validating AI in precision medicine: considerations from the European ITFoC consortium. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Emmanuel Chazard, Pierre Balayé, Thibaut Balcaen, Michaël Génin, Marc Cuggia, Guillaume Bouzillé, Antoine Lamer
"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 (2021)
Emmanuelle Sylvestre, Guillaume Bouzillé, Michael McDuffie, Emmanuel Chazard, Paul Avillach, Marc Cuggia
A Semi-Automated Approach for Multilingual Terminology Matching: Mapping the French Version of the ICD-10 to the ICD-10 CM. MIE (2020)
Clément Dalloux, Vincent Claveau, Marc Cuggia, Guillaume Bouzillé, Natalia Grabar
Supervised Learning for the ICD-10 Coding of French Clinical Narratives. MIE (2020)
Pierre Lemordant, Bernard Gibaud, Cyril Garde, Sébastien Delarche, Didier Goudet, Marc Cuggia
Ontology-Based Classification of Radiological Procedures for Consistent Sharing in Clinical Data Warehouses. ICBO/ODLS (2020)
Thibault Dhalluin, Aurélie Bannay, Pierre Lemordant, Emmanuelle Sylvestre, Emmanuel Chazard, Marc Cuggia, Guillaume Bouzillé
Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data. MIE (2020)
Guillaume Bouzillé, Camille Morival, Richard Westerlynck, Pierre Lemordant, Emmanuel Chazard, Pascal Lecorre, Yann Busnel, Marc Cuggia
An Automated Detection System of Drug-Drug Interactions from Electronic Patient Records Using Big Data Analytics. MedInfo (2019)
Julia Madec, Guillaume Bouzillé, Christine Riou, Pascal Van Hille, Christian Merour, Marie-Lisen Artigny, Denis Delamarre, Veronique Raimbert, Pierre Lemordant, Marc Cuggia
eHOP Clinical Data Warehouse: From a Prototype to the Creation of an Inter-Regional Clinical Data Centers Network. MedInfo (2019)
Emmanuelle Sylvestre, Guillaume Bouzillé, Emmanuel Chazard, Cécil His-Mahier, Christine Riou, Marc Cuggia
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. 18 (1) (2018)
Thibault Ledieu, Guillaume Bouzillé, Frantz Thiessard, Karine Berquet, Pascal Van Hille, Eric Renault, Elisabeth Polard, Marc Cuggia
Timeline representation of clinical data: usability and added value for pharmacovigilance. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Emmanuel Chazard, Grégoire Ficheur, Alexandre Caron, Antoine Lamer, Julien Labreuche, Marc Cuggia, Michaël Génin, Guillaume Bouzillé, Alain Duhamel
Secondary Use of Healthcare Structured Data: The Challenge of Domain-Knowledge Based Extraction of Features. EFMI-STC (2018)
Guillaume Bouzillé, Canelle Poirier, Boris Campillo-Gimenez, Marie-Laure Aubert, Mélanie Chabot, Emmanuel Chazard, Audrey Lavenu, Marc Cuggia
Leveraging hospital big data to monitor flu epidemics. Comput. Methods Programs Biomed. 154 (2018)
Guillaume Bouzillé, Vianney Jouhet, Bruno Turlin, Bruno Clement, Mireille Desille, Christine Riou, Moufid Hajjar, Denis Delamarre, Danielle Le Quilleuc, Frantz Thiessard, Marc Cuggia
Integrating Biobank Data into a Clinical Data Research Network: The IBCB Project. MIE (2018)
Thibault Ledieu, Guillaume Bouzillé, Catherine Plaisant, Frantz Thiessard, Elisabeth Polard, Marc Cuggia
Mining clinical big data for drug safety: Detecting inadequate treatment with a DNA sequence alignment algorithm. AMIA (2018)
Emmanuelle Sylvestre, Guillaume Bouzillé, Mathias Breton, Marc Cuggia, Boris Campillo-Gimenez
Retrieving the Vital Status of Patients with Cancer Using Online Obituaries. MIE (2018)
Jeremy Pasco, Boris Campillo-Gimenez, Leslie Grammatico-Guillon, Marc Cuggia
Enriching a Clinical Data Warehouse with Specific Cancer Data Sources: Application to Feasibility Studies. AMIA (2018)
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
Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach. MedInfo (2017)
Marie-Line Gentil, Marc Cuggia, Laure Fiquet, Camille Hagenbourger, Thomas Le Berre, Agnès Banâtre, Eric Renault, Guillaume Bouzillé, Anthony Chapron
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. 17 (1) (2017)
Vincent Claveau, Lucas Emanuel Silva e Oliveira, Guillaume Bouzillé, Marc Cuggia, Claudia Maria Cabral Moro, Natalia Grabar
Numerical Eligibility Criteria in Clinical Protocols: Annotation, Automatic Detection and Interpretation. AIME (2017)
Thibault Ledieu, Pascal Van Hille, Guillaume Bouzillé, Éric Renault, Marc Cuggia
Semantic and Interactive Timeline for Patient Data Visualization. AMIA (2015)
Marc Cuggia, Boris Campillo-Gimenez, Guillaume Bouzillé, Paolo Besana, Wassim Jouini, Jean-Charles Dufour, Oussama Zekri, Isabelle Gibaud, Cyril Garde, Régis Duvauferrier
Automatic Selection of Clinical Trials Based on A Semantic Web Approach. MedInfo (2015)
Denis Delamarre, Guillaume Bouzillé, Kevin Dalleau, Denis Courtel, Marc Cuggia
Semantic integration of medication data into the EHOP Clinical Data Warehouse. MIE (2015)
Emmanuelle Sylvestre, Christine Riou, Guillaume Bouzillé, Marc Cuggia
Leveraging a Clinical Data Warehouse to improve quality of data in the French DRG-based system (PMSI). AMIA (2015)
Guillaume Bouzillé, Emmanuelle Sylvestre, Boris Campillo-Gimenez, Eric Renault, Thibault Ledieu, Denis Delamarre, Marc Cuggia
An Integrated Workflow For Secondary Use of Patient Data for Clinical Research. MedInfo (2015)
Georges De Moor, Mats Sundgren, Dipak Kalra, Andreas Schmidt, Martin Dugas, Brecht Claerhout, Töresin Karakoyun, Christian Ohmann, Pierre-Yves Lastic, Nadir Ammour, Rebecca Daniels Kush, Danielle Dupont, Marc Cuggia, Christel Daniel, Geert Thienpont, Pascal Coorevits
Using electronic health records for clinical research: The case of the EHR4CR project. J. Biomed. Informatics 53 (2015)
Guillaume Bouzillé, Pierre Asfar, Marc Cuggia, Jean-François Hamel
Competence assessment of centres participating in clinical trials. MIE (2015)
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
Moteur de recherche sémantique au sein du dossier du patient informatisé : langage de requêtes spécifique. JFIM (2014)
Kevin Dalleau, Denis Delamarre, Thibault Ledieu, Marc Cuggia
Intégration des données de prescription dans un entrepôt de données biomédicales. JFIM (2014)
Christine Riou, Marc Cuggia
Protection des données de santé lors de leur réutilisation à des fins de recherche au sein des entrepôts de données biomédicaux (EDBM). JFIM (2014)
Olivier Dameron, Paolo Besana, Oussama Zekri, Annabel Bourde, Anita Burgun, Marc Cuggia
OWL model of clinical trial eligibility criteria compatible with partially-known information. J. Biomed. Semant. 4 (2013)
Boris Campillo-Gimenez, Wassim Jouini, Sahar Bayat, Marc Cuggia
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 CoRR (2013)
Boris Campillo-Gimenez, Nicolas Garcelon, Pascal Jarno, Jean Marc Chapplain, Marc Cuggia
Full-text Automated Detection of Surgical Site Infections Secondary to Neurosurgery in Rennes, France. MedInfo (2013)
Boris Campillo-Gimenez, Sahar Bayat, Marc Cuggia
Coupling K-nearest Neighbors with Logistic Regression in Case-based Reasoning. MIE (2012)
Olivier Dameron, Paolo Besana, Oussama Zekri, Annabel Bourde, Anita Burgun, Marc Cuggia
OWL Model of Clinical Trial Eligibility Criteria Compatible with Partially-known Information. SWAT4LS (2012)
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, Fayssal Tayalati, Edwige Dugas, Antonio Balvet, Natalia Grabar, Suzanne Pereira, Bruno Frandji, Stéfan Jacques Darmoni, Marc Cuggia
RAVEL: Retrieval And Visualization in ELectronic health records. MIE (2012)
Gayo Diallo, Natalia Grabar, Frantz Thiessard, Nicolas Garcelon, Julien Grosjean, Marie Dupuch, Suzanne Bento-Pereira, Bruno Frandji, Stéfan Jacques Darmoni, Marc Cuggia
Towards complex queries on data from complex patients. AMIA (2012)
María Adela Grando, Mor Peleg, Marc Cuggia, David Glasspool
Patterns for collaborative work in health care teams. Artif. Intell. Medicine 53 (3) (2011)
Marc Cuggia, Annabel Bourde, Bruno Turlin, Sebastien Vincendeau, Valérie Bertaud, Catherine Bohec, Régis Duvauferrier
Automatic Definition of the Oncologic EHR Data Elements from NCIT in OWL. MIE (2011)
Pierre Brunet, Marc Cuggia, Pierre Le Beux
Recording and Podcasting of Lectures for Students of Medical School. MIE (2011)
Marc Cuggia, Nicolas Garcelon, Boris Campillo-Gimenez, Thomas Bernicot, Jean-François Laurent, Etienne Garin, André Happe, Régis Duvauferrier
Roogle: An Information Retrieval Engine for Clinical Data Warehouse. MIE (2011)
Marc Cuggia, Paolo Besana, David Glasspool
Comparing semi-automatic systems for recruitment of patients to clinical trials. Int. J. Medical Informatics 80 (6) (2011)
Paolo Besana, Marc Cuggia, Oussama Zekri, Annabel Bourde, Anita Burgun
From French EHR to NCI ontology via UMLS. OM (2010)
Paolo Besana, Marc Cuggia, Oussama Zekri, Annabel Bourde, Anita Burgun
Using Semantic Web Technologies for Clinical Trial Recruitment. ISWC (2) (2010)
Marc Cuggia, Sahar Bayat, Nicolas Garcelon, Lauren Sanders, Florence Rouget, Arnaud Coursin, Patrick Pladys
A full-text information retrieval system for an epidemiological registry. MedInfo (2010)
Marc Cuggia, Sahar Bayat, Delphine Rossille, Patrice Poulain, Patrick Pladys, Hélène Robert, Régis Duvauferrier
Comparing the Apgar Score Representation in HL7 and OpenEHR Formalisms. MIE (2009)
Sahar Bayat, Marc Cuggia, Delphine Rossille, Michèle Kessler, Luc Frimat
Comparison of Bayesian Network and Decision Tree Methods for Predicting Access to the Renal Transplant Waiting List. MIE (2009)
André Happe, Marc Cuggia, Bruno Turlin, Pierre Le Beux
Design of an automatic coding algorithm for a multi-axial classification in pathology. MIE (2008)
Sahar Bayat, Marc Cuggia, Michèle Kessler, Serge Briançon, Pierre Le Beux, Luc Frimat
Modelling access to renal transplantation waiting list in a French healthcare network using a Bayesian method. MIE (2008)
Marc Cuggia, Delphine Rossille, Aude Arnault, Jacques Bouget, Pierre Le Beux
Towards a Decision Support System for Optimising Clinical Pathways of Elderly Patients in an Emergency Department. MedInfo (2007)
Marc Cuggia, Stéfan Jacques Darmoni, Nicolas Garcelon, Lina Fatima Soualmia, Annabel Bourde
Doc'UMVF: Two search tools to provide quality-controlled teaching resources in French to students and teachers. Int. J. Medical Informatics 76 (5-6) (2007)
Jean-Charles Dufour, Marc Cuggia, Gérard Soula, Marcel Spector, François Kohler
An integrated approach to distance learning with digital video in the French-speaking Virtual Medical University. Int. J. Medical Informatics 76 (5-6) (2007)
Jean-Marie Renard, Annabel Bourde, Marc Cuggia, Nicolas Garcelon, Nathalie Souf, Stéfan Jacques Darmoni, Régis Beuscart, Jean-Marc Brunetaud
An Internet supported workflow for the publication process in UMVF (French Virtual Medical University). Int. J. Medical Informatics 76 (5-6) (2007)
Marc Cuggia, Nicolas Herry, Delphine Rossille, Emmanuelle Lepage, Gilles Edan, Pierre Le Beux
A model for a Regional Health Information Network sharing clinical information between professionals in Britanny. MIE (2006)
Marc Cuggia, Fleur Mougin, Pierre Le Beux
Indexing method of digital audiovisual medical resources with semantic Web integration. Int. J. Medical Informatics 74 (2-4) (2005)
Jean-Marie Renard, Jean-Marc Brunetaud, Marc Cuggia, Stéfan Jacques Darmoni, Pierre Le Beux, Régis Beuscart
An Improved Publication Process for the UMVF. MIE (2005)
Bruno Pouliquen, Franck Le Duff, Denis Delamarre, Marc Cuggia, Fleur Mougin, Pierre Le Beux
Managing educational resource in medicine: system design and integration. Int. J. Medical Informatics 74 (2-4) (2005)
Franck Le Duff, Cristian Muntean, Marc Cuggia, Philippe Mabo
Predicting Survival Causes After Out of Hospital Cardiac Arrest using Data Mining Method. MedInfo (2004)
Marc Cuggia, Fleur Mougin, Pierre Le Beux
Indexing method of digital audiovisual medical resources with semantic Web integration. MIE (2003)
Bruno Pouliquen, Franck Le Duff, Denis Delamarre, Marc Cuggia, Fleur Mougin, Pierre Le Beux
Medical pedagogical resources management. MIE (2003)
Fleur Mougin, Marc Cuggia, Pierre Le Beux
Development of an indexing search engine for the UMVF : Proposal for an indexing method based on Dublin Core and XML. MIE (2003)
André Happe, Bruno Pouliquen, Anita Burgun, Marc Cuggia, Pierre Le Beux
Automatic concept extraction from spoken medical reports. Int. J. Medical Informatics 70 (2-3) (2003)
Pierre Le Beux, Marc Cuggia, Gérard Soula, Franck Le Duff, Marcel Spector, Marius Fieschi
A Video-streaming Platform for e-Learning. AMIA (2002)