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Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise.
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.
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data.
Breger A, Selby I, Roberts M, Babar J, Gkrania-Klotsas E, Preller J, Escudero Sánchez L; AIX-COVNET Collaboration; Rudd JHF, Aston JAD, Weir-McCall JR, Sala E, Schönlieb CB.
Breger A, et al.
Sci Data. 2023 Jul 27;10(1):493. doi: 10.1038/s41597-023-02340-7.
Sci Data. 2023.
PMID: 37500661
Free PMC article.
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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.
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