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Olivia Y. Jin

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Genetic & Genomic Medicine· 1

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

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Ashwini Patil· 1 shared David Yu ZhangiD· 1 shared Ivy Y. Yang· 1 shared Sara LoudiD· 1 shared Stephanie BuxhoevedeniD· 1 shared

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Ashwini Patil

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Genetic & Genomic MedicinemedRxivPreprintApr 21, 2026

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

Ivy Y. Yang, Ashwini Patil, Olivia Y. Jin…·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.

DOI 10.64898/2026.04.19.26351230

humanbulk RNA-seq

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