Author

Kelly A. Marshall

Northwestern UniversityORCID 0009-0001-7936-7280Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alfred L. GeorgeiD· 1 shared Dina SimkiniD· 1 shared Evangelos KiskinisiD· 1 shared Linda C. Laux· 1 shared Mennat GharibiD· 1 shared Syed M.A. WafaiD· 1 shared Yezi Yang· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Alfred L. GeorgeORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJul 26, 2025

Machine Learning Resolves Functional Phenotypes and Therapeutic Responses in KCNQ2 Developmental Epileptic Encephalopathy iPSC Models

Dina Simkin, Syed M.A. Wafa, Mennat Gharib…·Evangelos Kiskinis

The paper uses machine learning to analyze iPSC-derived neurons from KCNQ2-DEE patients, identifying functional phenotypes and showing retigabine's variable efficacy in rescuing disease features.

DOI 10.1101/2025.07.26.666977

humanelectronic health records

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