Author

Niousha Dehestani

National University of SingaporeORCID 0000-0002-3970-8239Unclaimed 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

Co-Author Collaboration Network

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

Spurious model comparisons are widespread in biomedical artificial intelligence

Tianchu Zeng, Hetu Li, Shaoshi Zhang, Yan Quan Tan, Fang Tian, Csaba Orbán, Lijun An, Wanyu Che, Jingwen Cheng, Joanna Su Xian Chong, Niousha Dehestani, Zijian Dong, Xin Li, Zhizhou Li, Mervyn Jun Rui Lim, , 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.

bioRxiv · Sep 10, 2026 · PreprintBioinformatics✦ In-depth digest