Author

Christian Leibig

University of Tübingen

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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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2017-2017 · peak 1/yr

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1 shared paperBioinformatics

Murat Seçkin AyhanORCID

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1 paper

Recent·Most cited

Leveraging uncertainty information from deep neural networks for disease detection

Christian Leibig, Vaneeda Allken, Murat Seçkin Ayhan, Philipp Berens, Siegfried Wahl

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

Scientific Reports · Dec 13, 2017Peer-reviewedBioinformatics