Author

Fang Tian

National University of SingaporeORCID 0009-0004-9549-0694Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Fang Tian1 paper · Jiangsu Province Hospital

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:software / tool· 2 Approach:benchmark study· 1 Approach:deep learning· 1 Organism:human· 1 Approach:simulation· 1 Approach:statistical model· 1

Frequent Co-Authors

Avram J. HolmesiD· 2 shared B.T. Thomas YeoiD· 2 shared Joanna Su Xian ChongiD· 2 shared Juan Helen ZhouiD· 2 shared Kwun Kei NgiD· 2 shared Shaoshi ZhangiD· 2 shared Sidhant ChopraiD· 2 shared Sina Mansour L.iD· 2 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Avram J. HolmesORCID

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2 papers

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

Optimizing Biophysical Large-Scale Brain Circuit Models With Deep Neural Networks

Tianchu Zeng, Tian Fang, Shaoshi Zhang, Xin Li, Ai Peng Tan, Bart Larsen, Sina Mansour L., Fang Ji, Joanna Su Xian Chong, Kwong Hsia Yap, Christopher Chen, Nicolai Franzmeier, Sebastian N. Roemer-Cassiano, Sidhant Chopra, Carrisa V. Cocuzza, , B.T. Thomas Yeo

This paper introduces DELSSOME, a deep learning framework that accelerates biophysical brain circuit model optimization, enabling faster parameter estimation and lifespan trajectory analysis of cortical E/I ratios.

bioRxiv · Apr 7, 2025 · PreprintNeuroscience