Author

Christian Leibig

University of Tübingen

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Biology Disciplines

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1

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Murat Seçkin AyhaniD· 1 shared Philipp BerensiD· 1 shared Siegfried WahliD· 1 shared Vaneeda AllkeniD· 1 shared

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Murat Seçkin AyhanORCID

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Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedDec 13, 2017

Leveraging uncertainty information from deep neural networks for disease detection

Christian Leibig, Vaneeda Allken, Murat Seçkin Ayhan…·Siegfried Wahl

This paper evaluates Bayesian uncertainty measures in deep learning for diabetic retinopathy detection, showing improved diagnostic performance through uncertainty-informed decision referral.

511 citationstop 1%

humanimaging

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