Author

Tanya T. Nguyen

University of California San DiegoORCID 0000-0002-9510-9564Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cancer & tumor microenvironment· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Organism:human· 1 Assay:metagenomics· 1

Frequent Co-Authors

Barton W. PalmeriD· 1 shared Dilip V. JesteiD· 1 shared Elizabeth W. TwamleyiD· 1 shared Ellen LeeiD· 1 shared Jinyuan LiuiD· 1 shared Ming CheniD· 1 shared Rebecca E. Daly· 1 shared Ryan Van PatteniD· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperNeuroscience

Barton W. PalmerORCID

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2 papers

Recent·Most cited

High-dimensional confounding in causal mediation: a comparison study of double machine learning and regularized partial correlation network

Ming Chen, Tanya T. Nguyen, Jinyuan Liu

This paper compares double machine learning and regularized partial correlation network methods for high-dimensional confounding in causal mediation analyses using a human microbiome study.

Journal of Data Science · Jan 1, 2025Peer-reviewedMicrobiology

Physical and mental health characteristics of adults with subjective cognitive decline: A study of 3,407 people aged 18-81 years from an MTurk-based U.S. national sample

Ryan Van Patten, Tanya T. Nguyen, Zanjbeel Mahmood, Ellen Lee, Rebecca E. Daly, Barton W. Palmer, Tsung‐Chin Wu, Xin Ming Tu, Dilip V. Jeste, Elizabeth W. Twamley

The paper examines physical and mental health correlates of subjective cognitive decline in a large U.S. sample, finding strong associations with poor sleep, BMI, and psychological factors across age groups.

bioRxiv · Apr 7, 2020 · PreprintNeuroscience