Author

Vitaly O. Kheyfets

University of Colorado AnschutzORCID 0000-0002-3466-1910Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 3

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 3 Assay:electronic health records· 3 Organism:human· 3 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:machine learning (classical)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Alberto R. RamosiD· 3 shared Brianne Magouirk BettcheriD· 3 shared Brice V. McConnelliD· 3 shared Lindsey M. Medenblik· 3 shared Brendan P. LuceyiD· 2 shared Eugene KronbergiD· 2 shared Rachelle L. Pulver· 2 shared Stefan SillauiD· 2 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 41 mutual co-author links

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3 shared papersNeuroscience

Alberto R. RamosORCID

Mutual co-authors in cluster

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3 papers

Recent·Most cited

NeurosciencebioRxivPreprintFeb 27, 2024

On Monitoring Brain Health from the Depths of Sleep: Feature Engineering and Machine Learning Insights for Digital Biomarker Development

Brice V. McConnell, Yaning Liu, Ashis Kumer Biswas…·Vitaly O. Kheyfets

This paper uses single-channel sleep EEG features to predict health outcomes like age, sex, and disease risk using machine learning models.

2 citations

humanelectronic health records

𝕏 PostBluesky

NeuroscienceAlzheimer s & DementiaPeer-reviewedAug 23, 2023

Mapping Sleep's Oscillatory Events as a Biomarker of Alzheimer's Disease

Rachelle L. Pulver, Eugene Kronberg, Lindsey M. Medenblik…·Brice V. McConnell

The paper maps sleep oscillatory events as biomarkers for early Alzheimer's disease by analyzing EEG and CSF biomarkers in aging adults.

41 citationstop 2%

humanelectronic health records

𝕏 PostBluesky

NeuroscienceFrontiers in NeurosciencePeer-reviewedJun 23, 2022

The Rise and Fall of Slow Wave Tides: Vacillations of Slow Wave/Spindle Coupling Shift the Composition of Slow Wave Activity Through Sleep Cycles in Accordance with Depth of Sleep

Brice V. McConnell, Eugene Kronberg, Lindsey M. Medenblik…·Brianne Magouirk Bettcher

This study examines how slow wave/spindle coupling changes across NREM sleep cycles and how these changes relate to sleep depth and age-related differences in SWA composition.

18 citations

humanelectronic health records

𝕏 PostBluesky