Literature DB >> 34654918

The class imbalance problem.

Fadel M Megahed1, Ying-Ju Chen2, Aly Megahed3, Yuya Ong3, Naomi Altman4, Martin Krzywinski5.   

Abstract

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Year:  2021        PMID： 34654918     DOI： 10.1038/s41592-021-01302-4

Source DB:  PubMed          Journal:  Nat Methods        ISSN： 1548-7091            Impact factor:   28.547


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  2 in total

Review 1.  Bias and Class Imbalance in Oncologic Data-Towards Inclusive and Transferrable AI in Large Scale Oncology Data Sets.

Authors:  Erdal Tasci; Ying Zhuge; Kevin Camphausen; Andra V Krauze
Journal:  Cancers (Basel)       Date:  2022-06-12       Impact factor: 6.575

2.  The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression.

Authors:  Ruben van den Goorbergh; Maarten van Smeden; Dirk Timmerman; Ben Van Calster
Journal:  J Am Med Inform Assoc       Date:  2022-08-16       Impact factor: 7.942
  2 in total

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