Author

Minh Nguyen

National University of SingaporeORCID 0000-0003-4762-1798Unclaimed ORCID profile · follow to get notified of new preprints

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Minh Nguyen3 papers · Douglas Mental Health University Institute

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Organism:human· 2 Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

B.T. Thomas YeoiD· 2 shared Daniel C. AlexanderiD· 1 shared for the Alzheimer’s Disease Neuroimaging Initiative· 1 shared Gia H. NgoiD· 1 shared Günes SevinciD· 1 shared Jiashi FengiD· 1 shared Lijun AniD· 1 shared Peter T. FoxiD· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersNeuroscience

B.T. Thomas YeoORCID

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2 papers

Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedAug 4, 2020

Predicting Alzheimer's disease progression using deep recurrent neural networks

Minh Nguyen, Tong He, Lijun An…·for the Alzheimer’s Disease Neuroimaging Initiative

This paper predicts Alzheimer's disease progression using a minimal recurrent neural network, showing better performance than baseline methods when handling missing data with model-based imputation.

213 citationstop 1%

humanbulk RNA-seq

𝕏 PostBluesky

NeuroscienceNeuroImagePeer-reviewedJun 20, 2019

Beyond Consensus: Embracing Heterogeneity in Curated Neuroimaging Meta-Analysis

Gia H. Ngo, Simon Bodo Eickhoff, Minh Nguyen…·B.T. Thomas Yeo

This paper applies an author-topic model to ALE-type meta-analyses to explore heterogeneity, revealing functional sub-domains and task-dependent co-activation patterns.

23 citations

𝕏 PostBluesky