Author

Murat Seçkin Ayhan

University of TübingenORCID 0000-0002-3184-2353Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Christian Leibig· 1 shared Philipp BerensiD· 1 shared Siegfried WahliD· 1 shared Vaneeda AllkeniD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Christian Leibig

Mutual co-authors in cluster

Author profile →

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