Author

Erin C. Conrad

University of PennsylvaniaORCID 0000-0001-8910-1817Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 3 Research Focus:drug response / drug discovery· 2 Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electrophysiology· 1

Frequent Co-Authors

Brian LittiD· 2 shared Kathryn A. DavisiD· 2 shared Akash R. PattnaikiD· 1 shared Alfredo LucasiD· 1 shared Andrew Y. RevelliD· 1 shared Brittany H. ScheidiD· 1 shared Carlos A. AguilaiD· 1 shared Devin MaiD· 1 shared

Activity by Year

2022-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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2 shared papersBioengineering

Brian LittORCID

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Author profile →

3 papers

Recent·Most cited

Multiscale predictive modeling robustly improves the accuracy of pseudo-prospective seizure forecasting in drug-resistant epilepsy

Gagan Acharya, Erin C. Conrad, Kathryn A. Davis, Erfan Nozari

This paper improves seizure forecasting in drug-resistant epilepsy by using multiscale predictive modeling of iEEG features and seizure risk, achieving a 51% increase in pseudo-prospective accuracy.

Journal of Neural Engineering · Jun 2, 2026Peer-reviewedNeuroscience

Synchrony is a robust iEEG biomarker for antiseizure medication load in epileptic patients

Devin Ma, Nina J Ghosn, Carlos A. Aguila, Quy Cao, Erin C. Conrad, Brian Litt

This study validates phase synchronization as a biomarker for antiseizure medication load using intracranial EEG in epileptic patients.

bioRxiv · Jan 12, 2026 · PreprintBioengineering

A Taxonomy of Seizure Spread Patterns, Speed of Spread, and Associations With Structural Connectivity

Andrew Y. Revell, Akash R. Pattnaik, Erin C. Conrad, Nishant Sinha, Brittany H. Scheid, Alfredo Lucas, John M. Bernabei, John Beckerle, Joel M. Stein, Sandhitsu R. Das, Brian Litt, Kathryn A. Davis

The paper develops deep learning algorithms to quantify seizure spread beyond onset zones and finds associations with structural connectivity and surgical outcomes.

bioRxiv · Oct 24, 2022 · PreprintNeuroscience