Author

Braden Yang

Washington University in St. LouisORCID 0000-0002-2558-4132Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Aristeidis SotirasiD· 2 shared Philip PayneiD· 2 shared Sayantan KumariD· 2 shared Abdalla BaniiD· 1 shared Alzheimer’s Disease Neuroimaging Initiative· 1 shared Andrew J. AschenbrenneriD· 1 shared Beau M. AncesiD· 1 shared Brian Andrew GordoniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersNeuroscience

Aristeidis SotirasORCID

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2 papers

Recent·Most cited

NeuroscienceAlzheimer s & DementiaPeer-reviewedApr 1, 2025

Analyzing heterogeneity in Alzheimer Disease using multimodal normative modeling on imaging-based ATN biomarkers

Sayantan Kumar, Tom Earnest, Braden Yang…·Alzheimer’s Disease Neuroimaging Initiative

This study uses multimodal normative modeling on ATN biomarkers to analyze Alzheimer Disease heterogeneity, finding greater intra-group variation in more severe stages and a correlation between disease severity index and cognitive decline.

18 citationstop 1%

humanimaging

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NeurosciencebioRxivPreprintDec 12, 2024

Multimodal normative modeling in Alzheimer Disease with introspective variational autoencoders

Sayantan Kumar, Peijie Qiu, Braden Yang…·Aristeidis Sotiras

This paper introduces a multimodal introspective VAE for Alzheimer's Disease normative modeling, improving reconstruction of healthy controls and outlier detection in neuroimaging data.

2 citations

humanimaging

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