Author

Aaron M Geller

Northwestern University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:DNA methylation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Carina G BiariD· 1 shared Chengbing WangiD· 1 shared Gemma L. CarvilliD· 1 shared Heather C. MeffordiD· 1 shared Jack M. ParentiD· 1 shared Jeffrey Dennis CalhouniD· 1 shared John S. LeeiD· 1 shared Jonathan Gunti· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenetics

Carina G BiarORCID

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1 paper

Recent·Most cited

EpiPred: A gene-specific machine learning model for classifying missense variants in the epilepsy-related gene STXBP1

Jeffrey Dennis Calhoun, Chengbing Wang, Carina G Biar, Jonathan Gunti, John S. Lee, Aaron M Geller, Jung Hwa Hong, Santiago D. Schnell, Louis T. Dang, Yu Wang, Jack M. Parent, Lori L. Isom, Michael D. Uhler, Heather C. Mefford, Margaret Elizabeth Ross, , Gemma L. Carvill

EpiPred improves STXBP1 variant interpretation, enabling precision genetic diagnoses and promoting access to targeted precision therapies.

bioRxiv · Aug 9, 2025 · PreprintGenetics