Author

Maximilian Traxdorf

Paracelsus Medizinische PrivatuniversitätORCID 0000-0002-1684-7420Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Organism:human· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Achim SchillingiD· 2 shared Claus MetzneriD· 2 shared Holger SchulzeiD· 2 shared Patrick KraußiD· 2 shared Andreas MaieriD· 1 shared Nidhi JoshiiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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2 shared papersNeuroscience

Achim SchillingORCID

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2 papers

Recent·Most cited

NeuroscienceCommunications BiologyPeer-reviewedDec 10, 2021

Sleep as a random walk - A superstatistical analysis of EEG data across sleep stages

Claus Metzner, Achim Schilling, Maximilian Traxdorf…·Patrick Krauß

This paper analyzes EEG data across sleep stages using superstatistics to show that sleep is a continuous process rather than discrete stages.

28 citations

humanelectronic health records

𝕏 PostBluesky

NeuroscienceNeurobiology of Sleep and Circadian RhythmsPeer-reviewedMar 14, 2021

Analysis and Visualization of Sleep Stages based on Deep Neural Networks

Patrick Krauß, Claus Metzner, Nidhi Joshi…·Achim Schilling

This study develops a deep learning method to analyze and visualize sleep stages using EEG data, showing it can estimate sleep cycle lengths and detect disturbances.

39 citations

humanelectronic health records

𝕏 PostBluesky