Author

Santiago Silva

Institut national de recherche en sciences et technologies du numériqueORCID 0000-0001-9465-5873Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Approach:experimental assay· 1 Assay:imaging· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

André AltmanniD· 1 shared Marco LorenziiD· 1 shared Neil P. OxtobyiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

André AltmannORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMay 24, 2023

Fed-ComBat: A Generalized Federated Framework for Batch Effect Harmonization in Collaborative Studies

Santiago Silva, Marco Lorenzi, André Altmann, Neil P. Oxtoby

Fed-ComBat harmonizes batch effects in decentralized data, showing comparable results to centralized methods for linear and nonlinear cases.

6 citations

imagingstatistical model

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