Author

Yang Yao

Nankai UniversityORCID 0000-0001-8925-0687Unclaimed ORCID profile · follow to get notified of new preprints

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Yang Yao1 paper · Shenyang Medical College

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1

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Guangyou DuaniD· 1 shared Ning Zhang· 1 shared Shan GaoiD· 1 shared Yanting GuoiD· 1 shared Yiyao ZhangiD· 1 shared

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2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Guangyou DuanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 21, 2026

Discriminating rare disease cases from their controls based on observed and excluded phenotypes

Yanting Guo, Yang Yao, Yiyao Zhang…·Shan Gao

This study uses machine learning to distinguish rare disease cases from controls using observed and excluded phenotypes, finding that Random Forest performs best and both specificity and occurrence count are important for feature selection.

DOI 10.64898/2026.09.15.751721

machine learning (classical)differential expression

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