Author

Yukie Chang

Pomona College

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Adam W. AndersoniD· 1 shared John C. GoreiD· 1 shared Kurt G. SchillingiD· 1 shared Lianrui ZuoiD· 1 shared Lyuan XuiD· 1 shared the Alzheimer’s Disease Neuroimaging Initiative· 1 shared Yikang LiiD· 1 shared Yurui GaoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Adam W. AndersonORCID

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1 paper

Recent·Most cited

BrainVAE: Exploring the role of white matter BOLD in preclinical Alzheimer disease classification

Yikang Li, Lyuan Xu, Lianrui Zuo, Yukie Chang, Zhaohua Ding, Adam W. Anderson, Kurt G. Schilling, John C. Gore, Yurui Gao, the Alzheimer’s Disease Neuroimaging Initiative

This paper introduces BrainVAE, a transformer-based variational autoencoder, to classify preclinical Alzheimer's disease using white matter BOLD signals and finds it outperforms other models when combining white and gray matter data.

bioRxiv · May 7, 2025 · PreprintNeuroscience