Author

Xin Niu

Drexel UniversityORCID 0000-0001-5355-7556Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexei TayloriD· 2 shared Ashley A. HeywoodiD· 1 shared Fengqing ZhangiD· 1 shared Fengqing ZhangiD· 1 shared Gangyi FengiD· 1 shared Jane K. StocksiD· 1 shared John KouniosiD· 1 shared Karteek PopuriiD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersNeuroscience

Alexei TaylorORCID

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2 papers

Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedSep 9, 2022

Investigating the temporal pattern of neuroimaging-based brain age estimation as a biomarker for Alzheimer's Disease related neurodegeneration

Alexei Taylor, Fengqing Zhang, Xin Niu…·the Alzheimer’s Disease Neuroimaging Initiative

This study examines the temporal pattern of brain age gaps in Alzheimer's Disease progression using longitudinal neuroimaging data and finds a faster increase in BAG for those progressing from MCI to AD.

28 citations

humanimaging

𝕏 PostBluesky

NeuroscienceCerebral CortexPeer-reviewedDec 29, 2021

Multidimensional brain-age prediction reveals altered brain developmental trajectory in psychiatric disorders

Xin Niu, Alexei Taylor, Russell Taki Shinohara…·Fengqing Zhang

This paper introduces a multidimensional brain-age index (MBAI) to capture region-specific developmental trajectories in psychiatric disorders, showing it can better classify disorder groups than traditional brain-age methods.

20 citations

humanimaging

𝕏 PostBluesky