Author

Akhil Kottaram

The University of MelbourneORCID 0000-0003-2446-2704Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Assay:imaging· 1

Frequent Co-Authors

André F. MarquandiD· 1 shared Andrew ZaleskyiD· 1 shared Jinglei LviD· 1 shared Johanna BayeriD· 1 shared Lianne SchmaaliD· 1 shared Richard DingaiD· 1 shared Seyed Mostafa KiaiD· 1 shared Thomas WolfersiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

André F. MarquandORCID

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1 paper

Recent·Most cited

BioinformaticsNeuroImagePeer-reviewedOct 20, 2022

Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models

Johanna Bayer, Richard Dinga, Seyed Mostafa Kia…·André F. Marquand

This paper develops a hierarchical Bayesian model to account for site effects in neuroimaging data, showing improved predictive performance compared to harmonization techniques.

71 citationstop 2%

imagingBayesian inference

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