Author

Helena Dasch

Aschaffenburg University of Applied Sciences

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Andriana S. L. O. CampanharoiD· 1 shared Caroline L. AlvesiD· 1 shared Christiane ThielemanniD· 1 shared Francisco A. RodriguesiD· 1 shared Loriz Francisco SallumiD· 1 shared Margot Mayer· 1 shared Simone Hufgard· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperCell Biology

Andriana S. L. O. CampanharoORCID

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1 paper

Recent·Most cited

Classifying Calcium Imaging Dynamics with Deep Learning: Multi-Frequency Analysis through Quantile-Based Time-Series Network Representations

Caroline L. Alves, Simone Hufgard, Margot Mayer, Helena Dasch, Andriana S. L. O. Campanharo, Loriz Francisco Sallum, Francisco A. Rodrigues, Christiane Thielemann

This paper introduces a deep learning framework for classifying calcium imaging dynamics using quantile-based time-series representations, showing strong performance across different preprocessing strategies and noise conditions.

bioRxiv · Dec 11, 2025 · PreprintCell Biology