Author

Shiqi Huang

ORCID 0000-0002-9901-7798Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Anhui Kong· 1 shared Chenfan Song· 1 shared Dandan ZhangiD· 1 shared Kun Xie· 1 shared Nils MuhlertiD· 1 shared Rebecca ElliottiD· 1 shared Shuping TaniD· 1 shared Wenyi Wang· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Anhui Kong

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Multi-Timescale Neural Adaptation Failure as a Mechanistic Signature of Major Depression

Yun Hui Yang, Yanli Zhao, Kun Xie, Chenfan Song, Yilun Huang, Anhui Kong, Shiqi Huang, Zixuan Xing, Wenyi Wang, Nils Muhlert, Rebecca Elliott, Shuping Tan, Zhenhong He, Dandan Zhang

This paper identifies neural adaptation failure as a core mechanism of major depression, showing it outperforms traditional measures in classification and provides a scalable biomarker.

bioRxiv · Dec 18, 2025 · PreprintNeuroscience