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The impact of imputation quality on machine learning classifiers for datasets with missing values.
Shadbahr T, Roberts M, Stanczuk J, Gilbey J, Teare P, Dittmer S, Thorpe M, Torné RV, Sala E, Lió P, Patel M, Preller J; AIX-COVNET Collaboration; Rudd JHF, Mirtti T, Rannikko AS, Aston JAD, Tang J, Schönlieb CB. Shadbahr T, et al. Commun Med (Lond). 2023 Oct 6;3(1):139. doi: 10.1038/s43856-023-00356-z. Commun Med (Lond). 2023. PMID: 37803172 Free PMC article.
Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise.
Driggs D, Selby I, Roberts M, Gkrania-Klotsas E, Rudd JHF, Yang G, Babar J, Sala E, Schönlieb CB; AIX-COVNET collaboration. Driggs D, et al. Among authors: babar j. Radiol Artif Intell. 2021 Mar 24;3(4):e210011. doi: 10.1148/ryai.2021210011. eCollection 2021 Jul. Radiol Artif Intell. 2021. PMID: 34240059 Free PMC article. No abstract available.
48 results