Author

Mervyn Jun Rui Lim

National University of SingaporeORCID 0000-0002-6866-9531Unclaimed 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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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Organism:human· 1 Approach:simulation· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew ZaleskyiD· 1 shared Avram J. HolmesiD· 1 shared B.T. Thomas YeoiD· 1 shared Chen ZhangiD· 1 shared Csaba OrbániD· 1 shared Danilo BzdokiD· 1 shared Elvisha DhamalaiD· 1 shared Fang TianiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Andrew ZaleskyORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 10, 2026

✦ In-depth digest

Spurious model comparisons are widespread in biomedical artificial intelligence

Tianchu Zeng, Hetu Li, Shaoshi Zhang…·B.T. Thomas Yeo

97% of 184 high-impact biomedical AI studies compare cross-validated models with tests assuming fold independence; in 69% of re-analyzable studies a significant comparison does not survive correction.

1 citation

humanstatistical model

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