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Journal Abstract Search

227 related items for PubMed ID: 37803172

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  • 2. Generative adversarial networks for imputing missing data for big data clinical research.
    Dong W, Fong DYT, Yoon JS, Wan EYF, Bedford LE, Tang EHM, Lam CLK.
    BMC Med Res Methodol; 2021 Apr 20; 21(1):78. PubMed ID: 33879090
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  • 4. Robust imputation method with context-aware voting ensemble model for management of water-quality data.
    Choi J, Lim KJ, Ji B.
    Water Res; 2023 Sep 01; 243():120369. PubMed ID: 37499538
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  • 5. Evaluating the impact of multivariate imputation by MICE in feature selection.
    Mera-Gaona M, Neumann U, Vargas-Canas R, López DM.
    PLoS One; 2021 Sep 01; 16(7):e0254720. PubMed ID: 34320016
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  • 7. Classification of breast cancer recurrence based on imputed data: a simulation study.
    Abassi RA, Msengwa AS.
    BioData Min; 2022 Dec 07; 15(1):30. PubMed ID: 36476234
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  • 8. Mechanism-aware imputation: a two-step approach in handling missing values in metabolomics.
    Dekermanjian JP, Shaddox E, Nandy D, Ghosh D, Kechris K.
    BMC Bioinformatics; 2022 May 16; 23(1):179. PubMed ID: 35578165
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  • 11. Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach.
    Tavazzi E, Daberdaku S, Vasta R, Calvo A, Chiò A, Di Camillo B.
    BMC Med Inform Decis Mak; 2020 Aug 20; 20(Suppl 5):174. PubMed ID: 32819346
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  • 12. Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework.
    Samad MD, Abrar S, Diawara N.
    Knowl Based Syst; 2022 Aug 05; 249():. PubMed ID: 36159738
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  • 13. Generative Imputation and Stochastic Prediction.
    Kachuee M, Karkkainen K, Goldstein O, Darabi S, Sarrafzadeh M.
    IEEE Trans Pattern Anal Mach Intell; 2022 Mar 05; 44(3):1278-1288. PubMed ID: 32894706
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  • 16. Integration of Multikinds Imputation With Covariance Adaptation Based on Evidence Theory.
    Huang L, Fan J, Liew AW.
    IEEE Trans Neural Netw Learn Syst; 2024 Jun 25; PP():. PubMed ID: 38917281
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  • 19. Identify the most appropriate imputation method for handling missing values in clinical structured datasets: a systematic review.
    Afkanpour M, Hosseinzadeh E, Tabesh H.
    BMC Med Res Methodol; 2024 Aug 28; 24(1):188. PubMed ID: 39198744
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