Author

Antoine Collas

Institut national de recherche en sciences et technologies du numériqueORCID 0000-0003-1945-462XUnclaimed 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:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandre GramfortiD· 1 shared Apolline MellotiD· 1 shared Denis Alexander EngemanniD· 1 shared Pedro Luiz Coelho RodriguesiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Alexandre GramfortORCID

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1 paper

Recent·Most cited

NeuroscienceImaging NeurosciencePeer-reviewedNov 20, 2023

Harmonizing and aligning M/EEG datasets with covariance-based techniques to enhance predictive regression modeling

Apolline Mellot, Antoine Collas, Pedro Luiz Coelho Rodrigues…·Alexandre Gramfort

This paper improves M/EEG-based regression models by applying covariance-based domain adaptation techniques to address dataset shifts across different recording contexts.

16 citations

electronic health recordsstatistical model

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