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Machine Learning-Derived Echocardiographic Phenotypes Predict Heart Failure Incidence in Asymptomatic Individuals.
JACC Cardiovasc Imaging. 2022 Feb;15(2):193-208. doi: 10.1016/j.jcmg.2021.07.004. Epub 2021 Sep 15.
JACC Cardiovasc Imaging. 2022.
PMID: 34538625
Free article.
Clinical Trial.
Head-to-head comparison of clustering methods for heterogeneous data: a simulation-driven benchmark.
Preud'homme G, Duarte K, Dalleau K, Lacomblez C, Bresso E, Smaïl-Tabbone M, Couceiro M, Devignes MD, Kobayashi M, Huttin O, Ferreira JP, Zannad F, Rossignol P, Girerd N.
Preud'homme G, et al. Among authors: dalleau k.
Sci Rep. 2021 Feb 18;11(1):4202. doi: 10.1038/s41598-021-83340-8.
Sci Rep. 2021.
PMID: 33603019
Free PMC article.
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PGxCorpus, a manually annotated corpus for pharmacogenomics.
Legrand J, Gogdemir R, Bousquet C, Dalleau K, Devignes MD, Digan W, Lee CJ, Ndiaye NC, Petitpain N, Ringot P, Smaïl-Tabbone M, Toussaint Y, Coulet A.
Legrand J, et al. Among authors: dalleau k.
Sci Data. 2020 Jan 2;7(1):3. doi: 10.1038/s41597-019-0342-9.
Sci Data. 2020.
PMID: 31896797
Free PMC article.
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Learning from biomedical linked data to suggest valid pharmacogenes.
Dalleau K, Marzougui Y, Da Silva S, Ringot P, Ndiaye NC, Coulet A.
Dalleau K, et al.
J Biomed Semantics. 2017 Apr 20;8(1):16. doi: 10.1186/s13326-017-0125-1.
J Biomed Semantics. 2017.
PMID: 28427468
Free PMC article.
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Semantic integration of medication data into the EHOP Clinical Data Warehouse.
Delamarre D, Bouzille G, Dalleau K, Courtel D, Cuggia M.
Delamarre D, et al. Among authors: dalleau k.
Stud Health Technol Inform. 2015;210:702-6.
Stud Health Technol Inform. 2015.
PMID: 25991243
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