Author

Idil Aydin

McGill UniversityORCID 0009-0003-6752-9718Unclaimed 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 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Jason da Silva CastanheiraiD· 1 shared Maxence LapatrieiD· 1 shared Sylvain BailletiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Jason da Silva CastanheiraORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJun 26, 2026

Unsupervised Representation Learning Reveals Individualized Neurophysiological Profiles

Maxence Lapatrie, Jason da Silva Castanheira, Idil Aydin, Sylvain Baillet

This paper introduces an autoencoder framework to derive individualized neurophysiological profiles from resting-state MEG data without participant labels, achieving high accuracy in differentiation and prediction.

DOI 10.64898/2026.02.10.705127

humanelectronic health records

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