Author

Michael J. Prerau

Brigham and Women's HospitalORCID 0000-0002-9010-5273Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:electronic health records· 4 Approach:statistical model· 4 Organism:human· 3 Research Focus:cell type annotation· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:rat· 1

Frequent Co-Authors

Mingjian HeiD· 2 shared Shuqiang CheniD· 2 shared Dimitrios MylonasiD· 1 shared Elena H. ChartoffiD· 1 shared Habiba NoamanyiD· 1 shared Jen Q. PaniD· 1 shared Michael GulledgeiD· 1 shared Nataliia KozhemiakoiD· 1 shared

Activity by Year

2022-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 11 mutual co-author links

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2 shared papersBioinformatics

Mingjian HeORCID

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Author profile →

4 papers

Recent·Most cited

The DYNAM-O Toolbox: Characterizing Individualized Neural Signatures in Sleep EEG

Mingjian He, Sophie Riley Saremsky, Habiba Noamany, Shuqiang Chen, Michael J. Prerau

The paper introduces DYNAM-O, a toolbox for analyzing sleep EEG to identify individualized transient oscillations, finding sex differences in oscillatory activity.

bioRxiv · Sep 23, 2026 · PreprintBioinformatics

Individualized temporal patterns dominate cortical upstate and sleep depth in driving human sleep spindle timing

Shuqiang Chen, Mingjian He, Ritchie Edward Brown, Uri T. Eden, Michael J. Prerau

The paper identifies individualized temporal patterns as the main determinant of sleep spindle timing in humans, using data from 1008 participants.

bioRxiv · Feb 22, 2024 · PreprintNeuroscience

Spontaneous oxycodone withdrawal disrupts sleep, circadian, and electrophysiological dynamics in rats

Michael Gulledge, William A. Carlezon, R. Kathryn McHugh, Michael J. Prerau, Elena H. Chartoff

This study examines how spontaneous oxycodone withdrawal affects sleep, circadian rhythms, and EEG dynamics in rats over time.

bioRxiv · Jan 21, 2024 · PreprintNeuroscience

Sources of variation in the spectral slope of the sleep EEG

Nataliia Kozhemiako, Dimitrios Mylonas, Jen Q. Pan, Michael J. Prerau, Susan S Redline, Shaun Purcell

The paper replicates and extends findings on EEG spectral slope variation across sleep states in a large sample, identifying factors influencing slope estimates and their relationship to sleep parameters.

eNeuro · Sep 1, 2022Peer-reviewedNeuroscience