Author

Philipp S O’Neill

University of FreiburgORCID 0009-0001-9208-7304Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1

Frequent Co-Authors

Igor DelvendahliD· 1 shared Martin MülleriD· 1 shared Martıń Baccino-CalaceiD· 1 shared Michael Z. LiniD· 1 shared Peter RupprechtiD· 1 shared Rainer W. FriedrichiD· 1 shared Sungmoo LeeiD· 1 shared Yukun Alex HaoiD· 1 shared

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1 shared paperNeuroscience

Igor DelvendahlORCID

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1 paper

Recent·Most cited

NeuroscienceeLifePeer-reviewedMar 5, 2025

A deep learning framework for automated and generalized synaptic event analysis

Philipp S O’Neill, Martıń Baccino-Calace, Peter Rupprecht…·Igor Delvendahl

This paper introduces miniML, a deep learning framework for automated synaptic event detection that outperforms existing methods in precision and recall across diverse preparations and species.

9 citations

electronic health recordsdeep learning

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