Author

Andrew Choi

University of Calgary

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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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:electronic health records· 2 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Junho ParkiD· 2 shared Cordelia Yip· 1 shared Daniel ChoiiD· 1 shared Daniel ChoiiD· 1 shared Quan LamiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Junho ParkORCID

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2 papers

Recent·Most cited

A retrospective public external benchmark of healthy-to-stroke lower-limb EEG transport identifies constraints from source construction, adaptation burden, and confound sensitivity

Daniel Choi, Andrew Choi, Quan Lam, Junho Park

The paper benchmarks healthy-to-stroke lower-limb EEG transport using public datasets, finding that source construction and adaptation burden are more important than model type.

bioRxiv · Mar 30, 2026 · PreprintNeuroscience

Fail closed trust gated synthetic augmentation governs tail risk under subject shift in EEG

Daniel Choi, Cordelia Yip, Andrew Choi, Junho Park

The paper introduces trust-gated augmentation to reduce harm from synthetic data in EEG tasks under subject shift, showing improved generalization and reduced performance degradation.

bioRxiv · Jan 28, 2026 · PreprintBioinformatics