Author

Juliette L Y Champaud

ORCID 0000-0001-6232-1561Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandra HertziD· 1 shared Anton Orlovskii· 1 shared Domenico GuarinoiD· 1 shared Elizaveta SirotinaiD· 1 shared Moritz GersteriD· 1 shared Silvia TulliiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Alexandra HertzORCID

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1 paper

Recent·Most cited

Stimulus identity rather than emotion drives EEG classification on the FACED dataset

Moritz Gerster, Elizaveta Sirotina, Anton Orlovskii, Alexandra Hertz, Juliette L Y Champaud, Domenico Guarino, Silvia Tulli

The paper shows that EEG classification on the FACED dataset is driven by stimulus identity rather than emotion, highlighting design flaws in the dataset.

bioRxiv · Jun 16, 2026 · PreprintNeuroscience