Concepedia

Yipeng Song

YS

Statistics

Publications

10

Citations

183

H-Index

10

Active since

2016

Affiliations

University of Alberta(Current)

University of Aberdeen

University of Amsterdam

The Netherlands Cancer Institute

Yipeng Song is an author at University of Alberta specializing in principal component analysis, computer science, and computing.

ORCID

Publications per year

2016–2025

10

Publications

10

Principal component analysis of binary genomics data

Yipeng Song, Johan A. Westerhuis, Nanne Aben et al. · Briefings in Bioinformatics · 2017 · 34 citations

, , +12

Machine learning models for predicting metabolic dysfunction-associated steatotic liver disease prevalence using basic demographic and clinical characteristics

Gangfeng Zhu, Yipeng Song, Zenghong Lu et al. · Journal of Translational Medicine · 2025 · 28 citations · Full text

, , +16

Prediction of depression onset risk among middle-aged and elderly adults using machine learning and Canadian Longitudinal Study on Aging cohort

Yipeng Song, Qian Lei, Jie Sui et al. · Journal of Affective Disorders · 2023 · 25 citations

, , +16

iTOP: inferring the topology of omics data

Nanne Aben, Johan A. Westerhuis, Yipeng Song et al. · Bioinformatics · 2018 · 21 citations · Full text

, , +13

Logistic principal component analysis via non-convex singular value thresholding

Yipeng Song, Johan A. Westerhuis, Age K. Smilde · Chemometrics and Intelligent Laboratory Systems · 2020 · 15 citations · Full text

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