Clinical Data Analytics With Time-Related Graphical User Interfaces: Application to Pharmacovigilance by Thibault Ledieu, Thibault Ledieu, Guillaume Bouzillé, Guillaume Bouzillé, Guillaume Bouzillé, Elisabeth Polard, Catherine Plaisant, Frantz Thiessard, Marc Cuggia, Marc Cuggia, Marc Cuggia

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Drug–Drug Interactions with Oral Anticoagulants as Potentially Inappropriate Medications: Prevalence and Outcomes in Elderly Patients in Primary Care and Hospital Settings by Mathilde Bories, Guillaume Bouzillé, Marc Cuggia, Pascal Le Corre

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Drug–Drug Interactions in Elderly Patients with Potentially Inappropriate Medications in Primary Care, Nursing Home and Hospital Settings: A Systematic Review and a Preliminary Stu... by Mathilde Bories, Guillaume Bouzillé, Marc Cuggia, Pascal Le Corre

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Machine learning is the key to diagnose COVID-19: a proof-of-concept study by Cedric Gangloff, Sonia Rafi, Guillaume Bouzillé, Louis Soulat, Marc Cuggia

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Author Correction: Machine learning is the key to diagnose COVID-19: a proof-of-concept study by Cedric Gangloff, Sonia Rafi, Guillaume Bouzillé, Louis Soulat, Marc Cuggia

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Do personality profiles among physicians correlate with their career choices? by Lise Boussemart, Guillaume Bouzillé, Alain Boyer, Heinz Arnheiter, Alain Dupuy

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Gastroenteritis Forecasting Assessing the Use of Web and Electronic Health Record Data With a Linear and a Nonlinear Approach: Comparison Study by Canelle Poirier, Guillaume Bouzillé, Valérie Bertaud, Marc Cuggia, Mauricio Santillana, Audrey Lavenu

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Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records by Emmanuelle Sylvestre, Guillaume Bouzillé, Emmanuel Chazard, Cécil His-Mahier, Christine Riou, Marc Cuggia

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Influenza forecasting for French regions combining EHR, web and climatic data sources with a machine learning ensemble approach. by Canelle Poirier, Yulin Hswen, Guillaume Bouzillé, Marc Cuggia, Audrey Lavenu, John S Brownstein, Thomas Brewer, Mauricio Santillana

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Role of serum immunoglobulins for predicting sarcoidosis outcome: A cohort study. by Nicolas Belhomme, Stéphane Jouneau, Guillaume Bouzillé, Olivier Decaux, Mathieu Lederlin, Stéphanie Guillot, Antoinette Perlat, Patrick Jégo

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Amoxicillin-Induced Neurotoxicity: Contribution of a Healthcare Data Warehouse to the Determination of a Toxic Concentration Threshold by Sébastien Lalanne, Guillaume Bouzillé, Camille Tron, Matthieu Revest, Elisabeth Polard, Eric Bellissant, Marie-Clémence Verdier, Florian Lemaitre

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Timeline representation of clinical data: usability and added value for pharmacovigilance by Thibault Ledieu, Guillaume Bouzillé, Frantz Thiessard, Karine Berquet, Pascal Van Hille, Eric Renault, Elisabeth Polard, Marc Cuggia

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Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models by Mohamed El Azzouzi, Gouenou Coatrieux, Reda Bellafqira, Denis Delamarre, Christine Riou, Naima Oubenali, Sandie Cabon, Marc Cuggia, Guillaume Bouzillé

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Factors influencing the development of primary care data collection projects from electronic health records: a systematic review of the literature by Marie-Line Gentil, Marc Cuggia, Laure Fiquet, Camille Hagenbourger, Thomas Le Berre, Agnès Banâtre, Eric Renault, Guillaume Bouzille, Anthony Chapron

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Psychiatric Adverse Events Associated With Infliximab: A Cohort Study From the French Nationwide Discharge Abstract Database by Eve-Marie Thillard, Sophie Gautier, Evgeniya Babykina, Louise Carton, Ali Amad, Guillaume Bouzillé, Jean-Baptiste Beuscart, Grégoire Ficheur, Emmanuel Chazard

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The Role of Heterogenous Real-world Data for Dengue Surveillance in Martinique: Observational Retrospective Study by Emmanuelle Sylvestre, Elsa Cécilia-Joseph, Guillaume Bouzillé, Fatiha Najioullah, Manuel Etienne, Fabrice Malouines, Jacques Rosine, Sandrine Julié, André Cabié, Marc Cuggia

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Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhancing Data Reuse: Consensus Study by Antoine Lamer, Mathilde Fruchart, Nicolas Paris, Benjamin Popoff, Anaïs Payen, Thibaut Balcaen, William Gacquer, Guillaume Bouzillé, Marc Cuggia, Matthieu Doutreligne, Emmanuel Chazard

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Leveraging National Claims and Hospital Big Data: Cohort Study on a Statin-Drug Interaction Use Case by Aurélie Bannay, Mathilde Bories, Pascal Le Corre, Christine Riou, Pierre Lemordant, Pascal Van Hille, Emmanuel Chazard, Xavier Dode, Marc Cuggia, Guillaume Bouzillé

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Linking Biomedical Data Warehouse Records With the National Mortality Database in France: Large-scale Matching Algorithm by Vianney Guardiolle, Adrien Bazoge, Emmanuel Morin, Béatrice Daille, Delphine Toublant, Guillaume Bouzillé, Youenn Merel, Morgane Pierre-Jean, Alexandre Filiot, Marc Cuggia, Matthieu Wargny, Antoine Lamer, Pierre-Antoine Gourraud

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Data-Mining Approach on Transcriptomics and Methylomics Placental Analysis Highlights Genes in Fetal Growth Restriction by Floris Chabrun, Floris Chabrun, Noémie Huetz, Noémie Huetz, Xavier Dieu, Xavier Dieu, Guillaume Rousseau, Guillaume Rousseau, Guillaume Bouzillé, Guillaume Bouzillé, Juan Manuel Chao de la Barca, Juan Manuel Chao de la Barca, Vincent Procaccio, Vincent Procaccio, Guy Lenaers, Guy Lenaers, Odile Blanchet, Guillaume Legendre, Delphine Mirebeau-Prunier, Delphine Mirebeau-Prunier, Marc Cuggia, Marc Cuggia, Philippe Guardiola, Pascal Reynier, Pascal Reynier, Geraldine Gascoin, Geraldine Gascoin

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