Author

Maria Shcherbakova

University of California, San FranciscoORCID 0009-0005-6099-4822Unclaimed 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 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Philip A. StarriD· 2 shared Simon J LittleiD· 2 shared Abhinav SharmaiD· 1 shared Amelia Hahn· 1 shared Ashwini OswaliD· 1 shared Bahman Abdi‐SargezehiD· 1 shared Benoit DuchetiD· 1 shared James J. Sermon· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersNeuroscience

Philip A. StarrORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintAug 26, 2025

Dynamic neural states underpin bradykinesia severity in Parkinsons disease

Abhinav Sharma, Bahman Abdi‐Sargezeh, Amelia Hahn…·Ashwini Oswal

This study identifies neural states in Parkinson's disease patients using Hidden Markov Models and links them to bradykinesia severity through spectral and temporal features.

DOI 10.1101/2025.08.26.672349

humanelectronic health records

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NeuroscienceBrain stimulationPeer-reviewedSep 1, 2023

Sub-harmonic Entrainment of Cortical Gamma Oscillations to Deep Brain Stimulation in Parkinson's Disease: Model Based Predictions and Validation in Three Human Subjects

James J. Sermon, Maria Olaru, Juan Ansó…·Benoit Duchet

This study develops a model to predict cortical gamma oscillation entrainment to DBS in Parkinson's patients and validates it in three subjects.

47 citationstop 2%

humanelectronic health records

𝕏 PostBluesky