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G. Bouzillé · SciRah

Researcher profile · Semantic Scholar

G. Bouzillé

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G. Bouzillé — researcher profile on SciRah

h-index: 20
Works: 116
Citations: 1,142

Most-cited papers

Differential diagnosis of atypical lipomatous tumor/well-differentiated liposarcoma and dedifferentiated liposarcoma: utility of p16 in combination with MDM2 and CDK4 immunohistochemistry.
S. Kammerer-Jacquet, S. Thierry, F. Cabillic, Morgane Lannes +7 more
2017Human Pathology111 citations Open access
Semantic Scholar
Data-driven methods for dengue prediction and surveillance using real-world and Big Data: A systematic review
E. Sylvestre, C. Joachim, E. Cécilia-Joseph, G. Bouzillé +3 more
2022PLoS Neglected Tropical Diseases65 citations Open access
Semantic Scholar
Drug–Drug Interactions in Elderly Patients with Potentially Inappropriate Medications in Primary Care, Nursing Home and Hospital Settings: A Systematic Review and a Preliminary Study
Mathilde Bories, G. Bouzillé, M. Cuggia, P. Le Corre
2021Pharmaceutics60 citations Open access
Semantic Scholar
Regression of Fibrosis Stage With Treatment Reduces Long-Term Risk of Liver Cancer in Patients With Hemochromatosis Caused by Mutation in HFE.
E. Bardou-Jacquet, Emilie Morandeau, G. Anderson, G. Ramm +9 more
2020Clinical Gastroenterology and Hepatology44 citations Open access
Semantic Scholar
eHOP Clinical Data Warehouse: From a Prototype to the Creation of an Inter-Regional Clinical Data Centers Network
J. Madec, G. Bouzillé, C. Riou, P. Van Hille +6 more
2019Medinfo40 citations Open access
Semantic Scholar
Impact of Preoperative Iron Deficiency on Blood Transfusion in Elective Cardiac Surgery.
Marine Hubert, Baptiste Gaudriot, S. Biedermann, H. Gouezec +5 more
2019Journal of Cardiothoracic and Vascular Anesthesia34 citations Open access
Semantic Scholar
Synchronous Metastatic Clear‐Cell Renal Cell Carcinoma: A Distinct Morphologic, Immunohistochemical, and Molecular Phenotype
S. Kammerer-Jacquet, A. Brunot, A. Pladys, G. Bouzillé +13 more
2017Clinical Genitourinary Cancer29 citations Open access
Semantic Scholar
Maternal and neonatal outcomes and prognostic factors in acute fatty liver of pregnancy.
Y. Joueidi, K. Peoc'h, M. Le Lous, G. Bouzillé +7 more
2020European Journal of Obstetrics, Gynecology, and Reproductive Biology28 citations Open access
Semantic Scholar
Leveraging hospital big data to monitor flu epidemics
G. Bouzillé, Canelle Poirier, B. Campillo-Gimenez, Marie-Laure Aubert +4 more
2018Comput. Methods Programs Biomed.28 citations
Semantic Scholar
Role of serum immunoglobulins for predicting sarcoidosis outcome: A cohort study
N. Belhomme, S. Jouneau, G. Bouzillé, O. Decaux +4 more
2018PLoS ONE28 citations Open access
Semantic Scholar
Prevalence and nature of statin drug-drug interactions in a university hospital by electronic health record mining
Camille Morival, Richard Westerlynck, G. Bouzillé, M. Cuggia +1 more
2018European Journal of Clinical Pharmacology26 citations
Semantic Scholar
Real Time Influenza Monitoring Using Hospital Big Data in Combination with Machine Learning Methods: Comparison Study
Canelle Poirier, Audrey Lavenu, V. Bertaud, B. Campillo-Gimenez +3 more
2018JMIR Public Health and Surveillance24 citations Open access
Semantic Scholar
Machine learning is the key to diagnose COVID-19: a proof-of-concept study
C. Gangloff, Sonia Rafi, G. Bouzillé, L. Soulat +1 more
2020Scientific Reports23 citations Open access
Semantic Scholar
Measurement of pediatric regional cerebral blood flow from 6 months to 15 years of age in a clinical population.
Aline Carsin-Vu, I. Corouge, O. Commowick, G. Bouzillé +3 more
2018European Journal of Radiology23 citations Open access
Semantic Scholar
Real-world safety profiles of pirfenidone and nintedanib in idiopathic pulmonary fibrosis patients.
Dorine Fournier, S. Jouneau, G. Bouzillé, É. Polard +2 more
2022Pulmonary Pharmacology & Therapeutics22 citations Open access
Semantic Scholar
Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records
E. Sylvestre, G. Bouzillé, E. Chazard, Cécil His-Mahier +2 more
2018BMC Medical Informatics and Decision Making21 citations Open access
Semantic Scholar
Psychiatric Adverse Events Associated With Infliximab: A Cohort Study From the French Nationwide Discharge Abstract Database
E. Thillard, S. Gautier, E. Babykina, L. Carton +5 more
2020Frontiers in Pharmacology20 citations Open access
Semantic Scholar
Secondary Use of Healthcare Structured Data: The Challenge of Domain-Knowledge Based Extraction of Features
E. Chazard, G. Ficheur, A. Caron, Antoine Lamer +5 more
2018EFMI Special Topic Conference19 citations
Semantic Scholar
Predictors of post-operative cardiovascular events, focused on atrial fibrillation, after valve surgery for primary mitral regurgitation
Anna Pimor, E. Galli, Emilie Vitel, H. Corbineau +3 more
2018European Heart Journal-Cardiovascular Imaging18 citations
Semantic Scholar
Assessment of bimanual performance in 3-D movement analysis: validation of a new clinical protocol in children with unilateral cerebral palsy.
Florence Gaillard, M. Cacioppo, B. Bouvier, G. Bouzillé +5 more
2020Annals of Physical and Rehabilitation Medicine17 citations Open access
Semantic Scholar
Data-Mining Approach on Transcriptomics and Methylomics Placental Analysis Highlights Genes in Fetal Growth Restriction
F. Chabrun, N. Huetz, Xavier Dieu, G. Rousseau +11 more
2020Frontiers in Genetics17 citations Open access
Semantic Scholar
An Automated Detection System of Drug-Drug Interactions from Electronic Patient Records Using Big Data Analytics
G. Bouzillé, Camille Morival, Richard Westerlynck, Pierre Lemordant +4 more
2019Medinfo17 citations Open access
Semantic Scholar
A descriptive, retrospective case series of patients with factitious disorder imposed on self
A. Bérar, G. Bouzillé, P. Jego, J. Allain
2021BMC Psychiatry16 citations Open access
Semantic Scholar
Influenza forecasting for French regions combining EHR, web and climatic data sources with a machine learning ensemble approach
Canelle Poirier, Y. Hswen, G. Bouzillé, M. Cuggia +4 more
2021PLoS ONE14 citations Open access
Semantic Scholar
Timeline representation of clinical data: usability and added value for pharmacovigilance
T. Ledieu, G. Bouzillé, F. Thiessard, Karine Berquet +4 more
2018BMC Medical Informatics and Decision Making13 citations Open access
Semantic Scholar
Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models
M. El Azzouzi, G. Coatrieux, R. Bellafqira, D. Delamarre +5 more
2024BMC Medical Informatics and Decision Making12 citations Open access
Semantic Scholar
Out-of-Hospital Cardiac Arrest Detection by Machine Learning Based on the Phonetic Characteristics of the Caller's Voice
Sonia Rafi, C. Gangloff, Etienne Paulhet, O. Grimault +3 more
2022Medical Informatics Europe10 citations Open access
Semantic Scholar
How to Identify Potential Candidates for HIV Pre-Exposure Prophylaxis: An AI Algorithm Reusing Real-World Hospital Data
J. Duthé, G. Bouzillé, E. Sylvestre, E. Chazard +2 more
2021Medical Informatics Europe10 citations Open access
Semantic Scholar
Clinical Data Analytics With Time-Related Graphical User Interfaces: Application to Pharmacovigilance
T. Ledieu, G. Bouzillé, É. Polard, C. Plaisant +2 more
2018Frontiers in Pharmacology10 citations Open access
Semantic Scholar
Amoxicillin-Induced Neurotoxicity: Contribution of a Healthcare Data Warehouse to the Determination of a Toxic Concentration Threshold
Sébastien Lalanne, G. Bouzillé, C. Tron, M. Revest +4 more
2023Antibiotics9 citations Open access
Semantic Scholar
Linking Biomedical Data Warehouse Records With the National Mortality Database in France: Large-scale Matching Algorithm
V. Guardiolle, Adrien Bazoge, E. Morin, B. Daille +9 more
2022JMIR Medical Informatics9 citations Open access
Semantic Scholar
Drug–Drug Interactions with Oral Anticoagulants as Potentially Inappropriate Medications: Prevalence and Outcomes in Elderly Patients in Primary Care and Hospital Settings
Mathilde Bories, G. Bouzillé, M. Cuggia, P. Le Corre
2022Pharmaceutics9 citations Open access
Semantic Scholar
Integrating Biobank Data into a Clinical Data Research Network: The IBCB Project
G. Bouzillé, V. Jouhet, B. Turlin, B. Clément +7 more
2018Medical Informatics Europe9 citations Open access
Semantic Scholar
Contribution of Open Access Databases to Intensive Care Medicine Research: Scoping Review
Julien Kallout, Antoine Lamer, J. Grosjean, G. Kerdelhué +3 more
2024Journal of Medical Internet Research8 citations Open access
Semantic Scholar
Prescreening in oncology trials using medical records. Natural language processing applied on lung cancer multidisciplinary team meeting reports
Marie Ansoborlo, C. Gaborit, L. Grammatico-Guillon, M. Cuggia +1 more
2023Health Informatics Journal8 citations Open access
Semantic Scholar
Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhancing Data Reuse: Consensus Study
Antoine Lamer, M. Fruchart, Nicolas Paris, B. Popoff +7 more
2022JMIR Medical Informatics8 citations Open access
Semantic Scholar
Heimdall, a Computer Program for Electronic Health Records Data Visualization
Niels Martignene, Thibaut Balcaen, G. Bouzillé, M. Calafiore +5 more
2020Medical Informatics Europe8 citations Open access
Semantic Scholar
Edema of the optic tract in patients with tumors of the sellar region: clinical and visual implications in the pediatric population.
Aurore Bussat, M. Proisy, B. Bruneau, G. Bouzillé +2 more
2018Journal of Neurosurgery: Pediatrics8 citations
Semantic Scholar
Role of real-world digital data for orthopedic implant automated surveillance: a systematic review
T. Dhalluin, S. Fakhiri, G. Bouzillé, Julien Herbert +3 more
2021Expert Review of Medical Devices7 citations
Semantic Scholar
Drug safety and big clinical data: Detection of drug‐induced anaphylactic shock events
G. Bouzillé, Marie-Noëlle Osmont, L. Triquet, N. Grabar +4 more
2018Journal of Evaluation In Clinical Practice7 citations Open access
Semantic Scholar
Expectations of Intensive Care Physicians Regarding an AI-Based Decision Support System for Weaning From Continuous Renal Replacement Therapy: Predevelopment Survey Study
B. Popoff, S. Cabon, M. Cuggia, G. Bouzillé +1 more
2025JMIR Medical Informatics6 citations Open access
Semantic Scholar
Secure Extraction of Personal Information from EHR by Federated Machine Learning
R. Bellafqira, G. Coatrieux, M. Cuggia, G. Bouzillé
2024Medical Informatics Europe6 citations Open access
Semantic Scholar
Tinzaparin, an alternative to subcutaneous unfractionated heparin, in patients with severe and end-stage renal impairment: a retrospective observational single-center study.
I. Gouin-Thibault, A. Mansour, C. Caribotti, M. Pierre-Jean +13 more
2024Journal of Thrombosis and Haemostasis6 citations Open access
Semantic Scholar
Safety of subcutaneous versus intravenous ceftriaxone administration in older patients: A retrospective study
I. Pardo, M. Pierre-Jean, G. Bouzillé, Héloïse Fauchon +3 more
2024Journal of The American Geriatrics Society6 citations Open access
Semantic Scholar
The Role of Heterogenous Real-world Data for Dengue Surveillance in Martinique: Observational Retrospective Study
E. Sylvestre, E. Cécilia-Joseph, G. Bouzillé, F. Najioullah +6 more
2022JMIR Public Health and Surveillance6 citations Open access
Semantic Scholar
Drivers of absolute systemic bioavailability after oral pulmonary inhalation in humans.
Astrid Bacle, G. Bouzillé, Arnaud Bruyère, M. Cuggia +2 more
2021European journal of pharmaceutics and biopharmaceutics6 citations Open access
Semantic Scholar
Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data
T. Dhalluin, A. Bannay, Pierre Lemordant, E. Sylvestre +3 more
2020Medical Informatics Europe6 citations Open access
Semantic Scholar
Supervised Learning for the ICD-10 Coding of French Clinical Narratives
Clément Dalloux, V. Claveau, M. Cuggia, G. Bouzillé +1 more
2020Medical Informatics Europe6 citations Open access
Semantic Scholar
Mining clinical big data for drug safety: Detecting inadequate treatment with a DNA sequence alignment algorithm
T. Ledieu, G. Bouzillé, C. Plaisant, F. Thiessard +2 more
2018American Medical Informatics Association Annual Symposium6 citations
Semantic Scholar
Retrieving the Vital Status of Patients with Cancer Using Online Obituaries
E. Sylvestre, G. Bouzillé, M. Breton, M. Cuggia +1 more
2018Medical Informatics Europe6 citations Open access
Semantic Scholar

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