Author

Helena M. Cockx

Radboud University NijmegenORCID 0000-0001-7782-7178Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Arash AramiiD· 1 shared Kaylena A. Ehgoetz MartensiD· 1 shared Richard J. A. Van WezeliD· 1 shared Xinyue YuiD· 1 shared Ying WangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

Arash AramiORCID

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1 paper

Recent·Most cited

BioengineeringIEEE Journal of Biomedical and Health InformaticsPeer-reviewedJan 1, 2026

Hierarchical Coarse-to-Fine cGAN for Subtype-Specific Freezing of Gait Signal Generation

Xinyue Yu, Helena M. Cockx, Ying Wang…·Arash Arami

This paper introduces a subtype-aware FOG augmentation technique using Hi-CF cGAN to improve FOG detection across subtypes, achieving higher detection rates for minor subtypes.

DOI 10.1109/jbhi.2026.3685961

humanimaging

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