Author

Annie E. Cathignol

HES-SO University of Applied Sciences and Arts Western SwitzerlandORCID 0009-0003-5029-4596Unclaimed 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:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Antonella Romano· 1 shared Arianna PolverinoiD· 1 shared Emahnuel Troisi LopeziD· 1 shared Giovanni RabuffoiD· 1 shared Giuseppe SorrentinoiD· 1 shared Lionel KuschiD· 1 shared Marianna AngiolelliiD· 1 shared Pierpaolo SorrentinoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Antonella Romano

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1 paper

Recent·Most cited

NeuroscienceEuropean Journal of NeurosciencePeer-reviewedMay 1, 2025

Magnetoencephalography dimensionality reduction informed by dynamic brain states

Annie E. Cathignol, Lionel Kusch, Marianna Angiolelli…·Pierpaolo Sorrentino

This study uses PHATE to reduce the dimensionality of resting-state MEG data, revealing dynamic brain states and their transitions in a low-dimensional space.

2 citations

humanelectronic health records

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