Author

Syed M.A. Wafa

Northwestern UniversityORCID 0000-0003-3645-4146Unclaimed 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:cell type annotation· 2 Assay:electronic health records· 2 Organism:human· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Akshar AgarwaliD· 1 shared Alexandra UrbaniD· 1 shared Alfred L. GeorgeiD· 1 shared Aya F. KhalafiD· 1 shared Claire Hu· 1 shared David S. JiniD· 1 shared Dina SimkiniD· 1 shared Erik T. SaberskiiD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperNeuroscience

Akshar AgarwalORCID

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2 papers

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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NeuroscienceNature CommunicationsPeer-reviewedNov 29, 2022

Brain networks in human conscious visual perception

Sharif I. Kronemer, Mark Aksen, Julia Z. Ding…·Hal Blumenfeld

This study identifies neural mechanisms of human conscious visual perception using report-independent methods and shows involvement of large-scale subcortical and cortical networks.

95 citationstop 1%

humanelectronic health records

𝕏 PostBluesky