Author

Bangalore S Manjunath

University of California, Santa BarbaraORCID 0000-0003-2804-3611Unclaimed 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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Research Focus:benchmarking· 2 Approach:graph neural network· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

S. ShailjaiD· 2 shared Scott T. GraftoniD· 2 shared Jefferson W. CheniD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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2 shared papersNeuroscience

S. ShailjaORCID

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2 papers

Recent·Most cited

NeuroscienceLecture notes in computer sciencePeer-reviewedJan 1, 2023

ReTrace: Topological evaluation of white matter tractography algorithms using Reeb graphs

S. Shailja, Jefferson W. Chen, Scott T. Grafton, Bangalore S Manjunath

ReTrace evaluates tractography algorithms using Reeb graphs, showing no single algorithm consistently outperforms others and deterministic methods better capture fiber bundle properties.

5 citations

graph neural networkbenchmarking

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NeurosciencebioRxivPreprintMar 11, 2022

A robust Reeb graph model of white matter fibers with application to Alzheimer's disease progression

S. Shailja, Scott T. Grafton, Bangalore S Manjunath

This paper introduces a Reeb graph model to represent white matter fiber bundles and applies it to study Alzheimer's disease progression by analyzing fiber density changes.

1 citation

humanimaging

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