Author

Chongliang Luo

University of PennsylvaniaORCID 0000-0003-3682-9454Unclaimed 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

Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Assay:imaging· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Yong CheniD· 2 shared Andrew A. CheniD· 1 shared C Jason LiangiD· 1 shared Christopher B. ForrestiD· 1 shared Haochang ShouiD· 1 shared Howard H. ChangiD· 1 shared Hua XuiD· 1 shared Jason H. MooreiD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 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

2 shared papersNeuroscience

Yong ChenORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedDec 24, 2021

Privacy-preserving harmonization via distributed ComBat

Andrew A. Chen, Chongliang Luo, Yong Chen…·the Alzheimer’s Disease Neuroimaging Initiative

This paper introduces distributed ComBat to harmonize neuroimaging data across institutions while preserving privacy, achieving results equivalent to centralized methods.

30 citations

imagingstatistical model

𝕏 PostBluesky

BioinformaticsJournal of the American Medical Informatics AssociationPeer-reviewedMar 28, 2020

Learning from local to global - an efficient distributed algorithm for modeling time-to-event data

Rui Duan, Chongliang Luo, Martijn J. Schuemie…·Yong Chen

The paper introduces ODAC, a privacy-preserving distributed algorithm for multi-center Cox proportional hazard models, showing it matches pooled estimates and outperforms meta-analysis for rare events.

74 citations

statistical modelbenchmarking

𝕏 PostBluesky