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Class-imbalanced subsampling lasso algorithm for discovering adverse drug reactions

 I. Ahmed , Antoine Pariente , P. Tubert-Bitter
Statistical Methods in Medical Research, 2018, 27 (3), pp.785-797. ⟨10.1177/0962280216643116⟩
Article dans une revue hal-03163261v1
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Pooled analysis of iron-related genes in Parkinson's disease: association with transferrin.

 Shannon L Rhodes , Daniel D Buchanan , Ismaïl Ahmed , Kent D Taylor , Marie-Anne Loriot , et al.
Neurobiology of Disease, 2014, 62, pp.172-8. ⟨10.1016/j.nbd.2013.09.019⟩
Article dans une revue inserm-01160048v1

High-Dimensional Propensity Score-Adjusted Case-Crossover for Discovering Adverse Drug Reactions from Computerized Administrative Healthcare Databases

 Etienne Volatier , Francesco Salvo , Antoine Pariente , Emeline Courtois , Sylvie Escolano , et al.
Drug Safety, 2022, ⟨10.1007/s40264-022-01148-5⟩
Article dans une revue hal-03602500v1
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Identifying Protective Drugs for Parkinson's Disease in Health-Care Databases Using Machine Learning

 Émeline Courtois , Thi Thu Ha Nguyen , Agnès Fournier , Laure Carcaillon-Bentata , Élodie Moutengou , et al.
Movement Disorders, 2023, 37 (12), pp.2376-2385. ⟨10.1002/mds.29205⟩
Article dans une revue hal-03950138v1

Prescription drug use during pregnancy in France: a study from the national health insurance permanent sample

 Romain Demailly , Sylvie Escolano , Catherine Quantin , Pascale Tubert-Bitter , Ismaïl Ahmed
Pharmacoepidemiology and Drug Safety, 2017, 26 (9), pp.1126-1134. ⟨10.1002/pds.4265⟩
Article dans une revue hal-03678663v1
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Weighted Kaplan‐Meier estimators motivating to estimate HIV‐1 RNA reduction censored by a limit of detection

 Ismaïl Ahmed , Philippe Flandre
Statistics in Medicine, 2020, 39 (7), pp.968-983. ⟨10.1002/sim.8455⟩
Article dans une revue hal-02472470v1
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Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example.

 Marta Rava , Ismaïl Ahmed , Florence Demenais , Margaux Sanchez , Pascale Tubert-Bitter , et al.
Environmental Health, 2013, 12 (1), pp.56. ⟨10.1186/1476-069X-12-56⟩
Article dans une revue inserm-00843444v1
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Joint Bayesian weight and height postnatal growth model to study the effects of maternal smoking during pregnancy

 Sophie Carles , Marie-Aline Charles , Barbara Heude , Ismaïl Ahmed , Jérémie Botton
Statistics in Medicine, 2017, 36 (25), pp.3990-4006. ⟨10.1002/sim.7407⟩
Article dans une revue hal-03382825v1
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New adaptive lasso approaches for variable selection in automated pharmacovigilance signal detection

 Émeline Courtois , Pascale Tubert-Bitter , Ismaïl Ahmed
BMC Medical Research Methodology, 2021, 21 (1), pp.271. ⟨10.1186/s12874-021-01450-3⟩
Article dans une revue inserm-03477446v1
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Propensity Score-Based Approaches in High Dimension for Pharmacovigilance Signal Detection: an Empirical Comparison on the French spontaneous Reporting Database

 E. Courtois , Antoine Pariente , Francesco Salvo , E. Volatier , P. Tubert-Bitter , et al.
Frontiers in Pharmacology, 2018, 9, pp.1010. ⟨10.3389/fphar.2018.01010⟩
Article dans une revue hal-02985598v1
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Disentangling the complexity of infectious diseases: Time is ripe to improve the first-line statistical toolbox for epidemiologists.

 Matthieu Hanf , Jean-François Guégan , Ismaïl Ahmed , Mathieu Nacher
Infection, Genetics and Evolution, 2013, 21, pp.497-505. ⟨10.1016/j.meegid.2013.09.006⟩
Article dans une revue inserm-00872354v1
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Statin Use and Incidence of Parkinson's Disease in Women from the French E3N Cohort Study

 Thi Thu Ha Nguyen , Agnès Fournier , Émeline Courtois , Fanny Artaud , Sylvie Escolano , et al.
Movement Disorders, 2023, ⟨10.1002/mds.29349⟩
Article dans une revue hal-04008842v1

Identifying Drugs Inducing Prematurity by Mining Claims Data with High-Dimensional Confounder Score Strategies

 R. Demailly , S. Escolano , Françoise Haramburu , P. Tubert-Bitter , I. Ahmed
Drug Safety, In press, 43 (6), pp.549-559. ⟨10.1007/s40264-020-00916-5⟩
Article dans une revue hal-03117501v1
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Genes Interacting with Occupational Exposures to Low Molecular Weight Agents and Irritants on Adult-Onset Asthma in Three European Studies

 Marta Rava , Ismaïl Ahmed , Manolis Kogevinas , Nicole Le Moual , Emmanuelle Bouzigon , et al.
Environmental Health Perspectives, 2017, 125 (2), pp.207-214. ⟨10.1289/EHP376⟩
Article dans une revue inserm-01764331v1
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Lack of replication of the GRIN2A-by-coffee interaction in Parkinson disease.

 Ismaïl Ahmed , Pei-Chen Lee , Christina M Lill , Susan Searles Nielsen , Fanny Artaud , et al.
PLoS Genetics, 2014, 10 (11), pp.e1004788. ⟨10.1371/journal.pgen.1004788⟩
Article dans une revue inserm-01160040v1
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Modélisation de la viscosité des fluides de gisement : Apport de la PLS bootstrap et des réseaux de neurones

 P. H. Gayon , A. Pina , I. Ahmed , A. Faraj
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2008, 63 (5), pp.629-643. ⟨10.2516/ogst:2008024⟩
Article dans une revue hal-02002039v1
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Association between Parkinson's disease and the HLA-DRB1 locus.

 Ismaïl Ahmed , Ryad Tamouza , Marc Delord , Rajagopal Krishnamoorthy , Christophe Tzourio , et al.
Movement Disorders, 2012, 27 (9), pp.1104-10. ⟨10.1002/mds.25035⟩
Article dans une revue istex inserm-00721562v1

MRI atrophy of the caudate nucleus and slower walking speed in the elderly.

 Julien Dumurgier , Fabrice Crivello , Bernard Mazoyer , Ismaïl Ahmed , Béatrice Tavernier , et al.
NeuroImage, 2012, 60 (2), pp.871-8
Article dans une revue hal-01159655v1

Surveillance and detection of unusual events in toxicovigilance: Review of relevant methods

 Laurie Faisandier Faisandier , Anne Fouillet , Dominique J. Bicout , Sandra Bringay , Franck Golliot , et al.
Epidemiology and Public Health = Revue d'Epidémiologie et de Santé Publique, 2015, 63 (2), pp.119-131. ⟨10.1016/j.respe.2015.01.072⟩
Article dans une revue lirmm-01379054v1
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