Author

Ashwini Patil

Primary ORCID profile (0000-0002-3353-1970 · 2 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Ashwini PatiliD2 papers

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

David Yu ZhangiD· 1 shared Ivy Y. Yang· 1 shared Olivia Y. Jin· 1 shared Sara LoudiD· 1 shared Stephanie BuxhoevedeniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

David Yu ZhangORCID

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1 paper

Recent·Most cited

Ensemble Approaches to Screening, Diagnosis, and Subtyping of Multiple Sclerosis

Ivy Y. Yang, Ashwini Patil, Olivia Y. Jin, Sara Loud, Stephanie Buxhoeveden, David Yu Zhang

The paper develops ensemble models using PBMC RNAseq data to discriminate early MS from healthy individuals, differentiate MS from NMO, and subtype RRMS from progressive MS, achieving high AUC scores.

medRxiv · Apr 21, 2026 · PreprintGenetic & Genomic Medicine