Author

Joakim Ekström

Uppsala UniversityORCID 0000-0002-9734-3979Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

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Jim ÖgreniD· 1 shared Tobias SjöblomiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Jim ÖgrenORCID

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1 paper

Recent·Most cited

BioinformaticsCancersPeer-reviewedMar 15, 2023

Exact Probability Distribution for the ROC Area Under Curve

Joakim Ekström, Jim Ögren, Tobias Sjöblom

The paper derives the exact probability distribution for the ROC AUC-value, enabling precise statistical inference and demonstrates a geometric interpolation method to improve computational efficiency.

22 citations

statistical modelbenchmarking

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