Author

Robert Partlow Naftel

Vanderbilt UniversityORCID 0000-0002-4344-503XUnclaimed 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· 2 Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Angela N. Crudele· 2 shared Christos ConstantinidisiD· 2 shared Danika Lea PauloiD· 2 shared Dario J. EnglotiD· 2 shared Derek J. DossiD· 2 shared Ghassan S. MakhouliD· 2 shared Graham Walter JohnsoniD· 2 shared Leon Y. CaiiD· 2 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersNeuroscience

Angela N. Crudele

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2 papers

Recent·Most cited

Generalized brain-state modeling with KenazLBM

Graham Walter Johnson, Ghassan S. Makhoul, Derek J. Doss, Bruno Hidalgo Monroy Lerma, Leon Y. Cai, Emily Liao, Danika Lea Paulo, Anas J. Reda, C Price Withers, Addison C. Cavender, Helen Qian, Derrick Obiri‐Yeboah, Kobina G. Mensah-Brown, Panagiotis Kerezoudis, Matthew R. Baker, , Dario J. Englot

KenazLBM is a model that characterizes and predicts brain states from raw iEEG data, generalizing across subjects with heterogeneous recording channels.

bioRxiv · Aug 10, 2025 · PreprintNeuroscience

Brain-state modeling using electroencephalography: Application to adaptive closed-loop neuromodulation for epilepsy

Graham Walter Johnson, Derek J. Doss, Ghassan S. Makhoul, Leon Y. Cai, Camden E. Bibro, Danika Lea Paulo, Shilpa B. Reddy, Robert Partlow Naftel, Kevin F. Haas, Mark T. Wallace, Benoît M. Dawant, Angela N. Crudele, Victoria L. Morgan, Christos Constantinidis, Shawniqua Williams Roberson, , Dario J. Englot

This paper introduces BrainState, a self-supervised method to model complex brain states from EEG data, applied to epilepsy patients to capture pre-seizure states and neuromodulation effects.

bioRxiv · Jun 1, 2024 · PreprintNeuroscience