Author

Xiaoling Yuan

Shanghai Jiao Tong UniversityORCID 0000-0002-0795-0266Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Chao ChengiD· 1 shared Fei DengiD· 1 shared Jibing Huang· 1 shared Lanjing ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Chao ChengORCID

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1 paper

Recent·Most cited

Performance and efficiency of machine learning algorithms for analyzing rectangular biomedical data

Fei Deng, Jibing Huang, Xiaoling Yuan, Chao Cheng, Lanjing Zhang

This study compares the performance and efficiency of four machine learning algorithms on a large rectangular biomedical dataset, finding similar accuracy but varying efficiency with dimension reduction.

Laboratory Investigation · Feb 11, 2021Peer-reviewedBioinformatics